import numpy as np
import time
import cv2
import os
import glob
import matplotlib.pyplot as plt
from moviepy.editor import VideoFileClip
# weights contain the resulted weights from the pretrained model
# CFG contained neural network architecture
weights_path = os.path.join("yolo","yolov3.weights")
Cfg_Path = os.path.join("yolo","yolov3.cfg")
#Save The Neural Networj in a variable
net =cv2.dnn.readNetFromDarknet(Cfg_Path,weights_path)
# Get all The Layer names from yolov3 architecture
names = net.getLayerNames()
# get connectedOutLayersNames returns the only the 3 output layers in yolov3 from our saved neural net
# which are yolo_82,yolo_94,yolo_106 in a tuple
# Then we convert tuple into a list
layers_names = net.getUnconnectedOutLayersNames()
list(layers_names)
['yolo_82', 'yolo_94', 'yolo_106']
Pc states whether the object is present in the grid or not
bx,by,bh,bw specify the bounding box if there is an object
According To number of classes we add C# in the vector table; one hot encoded(only one class is 1 and others equal 0)
#Get Binary Large Object from img (BLOB)
#blobFromImage(Img,scale Factor,size,crop,swapRB =true since our image is BGR)
def blobimg(img):
blob = cv2.dnn.blobFromImage(img,1/255.0,(416,416),crop = False, swapRB = True)
#Input Our Blob into the Neural Net
net.setInput(blob)
#start Timer
start_t=time.time()
# Forward pass the layers to compute net output returns a np array that will be used to plot box
layers_out=net.forward(layers_names)
#show How long did it take
print("Time To Forward Pass Layers is: {}".format(time.time()-start_t))
return layers_out
# Function that detects class according to confidence value
# the max score from the output layer is the class we're detecting
def detection_f(layers_out,Height , Width):
boxes=[]
confidences=[]
classIDs=[]
# Output Counter that contains yolo_82,yolo_94,yolo_106 tuple
for output in layers_out:
# Detection counter contain counter that passes through the output_layers iteratively
for detection in output:
# Get the class with the highst score
scores = detection[5:]
classID = np.argmax(scores)
confidence= scores[classID]
# only draw box if confidence is greater than 85%
if confidence>0.85:
box = detection[:4] *np.array([Width,Height,Width,Height])
bx,by,bw,bh=box.astype("int")
# derive the top and left corner
x=int(bx-(bw/2))
y=int(by-(bh/2))
boxes.append([x,y,int(bw),int(bh)])
confidences.append(float(confidence))
classIDs.append(classID)
# perform non maximum suppression
indxs=cv2.dnn.NMSBoxes(boxes,confidences,0.8,0.8)
return indxs, boxes,classIDs,confidences
# Import Labels from yolo folder
labels_path = os.path.join("yolo","coco.names")
#Clear labels from any spaces and any newlines
labels=open(labels_path).read().strip().split("\n")
# Function that draw box around detected object
def flatten(img,indxs,boxes,classIDs,confidences):
if len(indxs) > 0:
for i in indxs.flatten():
# Get box dimensions and center
(x,y)=[boxes[i][0],boxes[i][1]]
(w,h)=[boxes[i][2],boxes[i][3]]
#Draw Rectangle
cv2.rectangle(img,(x,y),(x+w,y+h),(255,120,0),2)
#Put Text above detcted object that contains label and confidence
cv2.putText(img,"{}: {:0.4f}".format(labels[classIDs[i]],confidences[i]),(x,y-5),cv2.FONT_HERSHEY_SIMPLEX,0.5,(255,120,0),2)
def process_image(img):
# img = cv2.cvtColor(img,cv2.COLOR_BGR2RGB)
Height , Width =img.shape[:2]
layers_out=blobimg(img)
indxs, boxes,classIDs,confidences=detection_f(layers_out,Height , Width)
flatten(img,indxs,boxes,classIDs,confidences)
# img = cv2.cvtColor(img,cv2.COLOR_BGR2RGB)
return img
# Import Image
img_path = os.path.join("yolo","lane.jpeg")
img = cv2.imread(img_path)
# We will process with BGR Image since we added the parameter swapRB = true in the blob image
plt.imshow(img)
plt.title("BGR Image")
Text(0.5, 1.0, 'BGR Image')
#Write Image
cv2.imwrite("lane.jpeg",process_image(img))
Time To Forward Pass Layers is: 0.5928423404693604
True
inputvideo= 'test.mp4'
outputvideo= 'object1.mp4'
myclip = VideoFileClip(inputvideo)
clip = myclip.fl_image(process_image)
%time clip.write_videofile(outputvideo, audio=False)
t: 0%| | 0/9184 [00:00<?, ?it/s, now=None]
Time To Forward Pass Layers is: 0.29720473289489746 Moviepy - Building video object1.mp4. Moviepy - Writing video object1.mp4
t: 0%| | 2/9184 [00:00<28:14, 5.42it/s, now=None]
Time To Forward Pass Layers is: 0.32413268089294434
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Time To Forward Pass Layers is: 0.307178258895874
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Time To Forward Pass Layers is: 0.3071768283843994
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Time To Forward Pass Layers is: 0.3041861057281494
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Time To Forward Pass Layers is: 0.3041841983795166
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Time To Forward Pass Layers is: 0.31615400314331055
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Time To Forward Pass Layers is: 0.30017542839050293
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Time To Forward Pass Layers is: 0.30518150329589844
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Time To Forward Pass Layers is: 0.3031890392303467
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Time To Forward Pass Layers is: 0.30318737030029297
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Time To Forward Pass Layers is: 0.3041858673095703
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Time To Forward Pass Layers is: 0.29720520973205566
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Time To Forward Pass Layers is: 0.31113266944885254
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Time To Forward Pass Layers is: 0.3071780204772949
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Time To Forward Pass Layers is: 0.31116819381713867
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Time To Forward Pass Layers is: 0.3251304626464844
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Time To Forward Pass Layers is: 0.3251309394836426
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Time To Forward Pass Layers is: 0.3281214237213135
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Time To Forward Pass Layers is: 0.31615519523620605
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Time To Forward Pass Layers is: 0.3251311779022217
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Time To Forward Pass Layers is: 0.3241000175476074
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Time To Forward Pass Layers is: 0.3061811923980713
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Time To Forward Pass Layers is: 0.3061802387237549
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Time To Forward Pass Layers is: 0.30817413330078125
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Time To Forward Pass Layers is: 0.3062150478363037
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Time To Forward Pass Layers is: 0.30817437171936035
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Time To Forward Pass Layers is: 0.30814242362976074
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Time To Forward Pass Layers is: 0.3091719150543213
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Time To Forward Pass Layers is: 0.3091721534729004
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Time To Forward Pass Layers is: 0.3091402053833008
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Time To Forward Pass Layers is: 0.2982015609741211
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Time To Forward Pass Layers is: 0.31116771697998047
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Time To Forward Pass Layers is: 0.3091731071472168
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Time To Forward Pass Layers is: 0.3091719150543213
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Time To Forward Pass Layers is: 0.31316113471984863
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Time To Forward Pass Layers is: 0.3171505928039551
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Time To Forward Pass Layers is: 0.30817532539367676
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Time To Forward Pass Layers is: 0.3121640682220459
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Time To Forward Pass Layers is: 0.3071784973144531
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Time To Forward Pass Layers is: 0.3381071090698242
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Time To Forward Pass Layers is: 0.31815004348754883
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Time To Forward Pass Layers is: 0.3112800121307373
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Time To Forward Pass Layers is: 0.3500638008117676
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Time To Forward Pass Layers is: 0.31017041206359863
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Time To Forward Pass Layers is: 0.31615185737609863
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Time To Forward Pass Layers is: 0.32712292671203613
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Time To Forward Pass Layers is: 0.3231348991394043
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Time To Forward Pass Layers is: 0.3151569366455078
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Time To Forward Pass Layers is: 0.3231348991394043
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Time To Forward Pass Layers is: 0.31911230087280273
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Time To Forward Pass Layers is: 0.3171505928039551
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Time To Forward Pass Layers is: 0.3211393356323242
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Time To Forward Pass Layers is: 0.32114076614379883
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Time To Forward Pass Layers is: 0.32712531089782715
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Time To Forward Pass Layers is: 0.34108757972717285
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Time To Forward Pass Layers is: 0.3610374927520752
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Time To Forward Pass Layers is: 0.3261280059814453
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Time To Forward Pass Layers is: 0.32413315773010254
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Time To Forward Pass Layers is: 0.3390939235687256
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Time To Forward Pass Layers is: 0.35804224014282227
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Time To Forward Pass Layers is: 0.33211255073547363
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Time To Forward Pass Layers is: 0.35205841064453125
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Time To Forward Pass Layers is: 0.3620283603668213
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Time To Forward Pass Layers is: 0.34108781814575195
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Time To Forward Pass Layers is: 0.3171508312225342
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Time To Forward Pass Layers is: 0.32213735580444336
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Time To Forward Pass Layers is: 0.33510375022888184
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Time To Forward Pass Layers is: 0.3231363296508789
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Time To Forward Pass Layers is: 0.3201429843902588
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Time To Forward Pass Layers is: 0.32512927055358887
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Time To Forward Pass Layers is: 0.31914520263671875
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Time To Forward Pass Layers is: 0.33011698722839355
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Time To Forward Pass Layers is: 0.32712459564208984
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Time To Forward Pass Layers is: 0.3231337070465088
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Time To Forward Pass Layers is: 0.3261270523071289
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Time To Forward Pass Layers is: 0.3241307735443115
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Time To Forward Pass Layers is: 0.33310937881469727
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Time To Forward Pass Layers is: 0.3181474208831787
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Time To Forward Pass Layers is: 0.3281214237213135
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Time To Forward Pass Layers is: 0.32114100456237793
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Time To Forward Pass Layers is: 0.3261277675628662
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Time To Forward Pass Layers is: 0.3311150074005127
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Time To Forward Pass Layers is: 0.3261263370513916
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Time To Forward Pass Layers is: 0.3171510696411133
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Time To Forward Pass Layers is: 0.33011674880981445
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Time To Forward Pass Layers is: 0.3281221389770508
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Time To Forward Pass Layers is: 0.32413244247436523
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Time To Forward Pass Layers is: 0.32712459564208984
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Time To Forward Pass Layers is: 0.33310890197753906
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Time To Forward Pass Layers is: 0.3251307010650635
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Time To Forward Pass Layers is: 0.32712483406066895
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Time To Forward Pass Layers is: 0.32210206985473633
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Time To Forward Pass Layers is: 0.3281221389770508
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Time To Forward Pass Layers is: 0.3261270523071289
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Time To Forward Pass Layers is: 0.32413196563720703
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Time To Forward Pass Layers is: 0.32213735580444336
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Time To Forward Pass Layers is: 0.33909010887145996
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Time To Forward Pass Layers is: 0.3261251449584961
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Time To Forward Pass Layers is: 0.3291177749633789
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Time To Forward Pass Layers is: 0.3261256217956543
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Time To Forward Pass Layers is: 0.3331108093261719
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Time To Forward Pass Layers is: 0.3620316982269287
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Time To Forward Pass Layers is: 0.34906601905822754
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Time To Forward Pass Layers is: 0.34906458854675293
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Time To Forward Pass Layers is: 0.3670167922973633
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Time To Forward Pass Layers is: 0.3351004123687744
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Time To Forward Pass Layers is: 0.3281219005584717
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Time To Forward Pass Layers is: 0.3201425075531006
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Time To Forward Pass Layers is: 0.3281216621398926
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Time To Forward Pass Layers is: 0.32712292671203613
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Time To Forward Pass Layers is: 0.3311150074005127
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Time To Forward Pass Layers is: 0.3311138153076172
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Time To Forward Pass Layers is: 0.32412147521972656
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Time To Forward Pass Layers is: 0.3261275291442871
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Time To Forward Pass Layers is: 0.336101770401001
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Time To Forward Pass Layers is: 0.3341059684753418
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Time To Forward Pass Layers is: 0.3351011276245117
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Time To Forward Pass Layers is: 0.3261260986328125
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Time To Forward Pass Layers is: 0.33909130096435547
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Time To Forward Pass Layers is: 0.3311116695404053
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Time To Forward Pass Layers is: 0.3261268138885498
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Time To Forward Pass Layers is: 0.33011674880981445
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Time To Forward Pass Layers is: 0.33310890197753906
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Time To Forward Pass Layers is: 0.3351016044616699
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Time To Forward Pass Layers is: 0.3341059684753418
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Time To Forward Pass Layers is: 0.32812070846557617
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Time To Forward Pass Layers is: 0.3311140537261963
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Time To Forward Pass Layers is: 0.33809494972229004
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Time To Forward Pass Layers is: 0.32812023162841797
t: 1%|▏ | 131/9184 [00:48<57:50, 2.61it/s, now=None]
Time To Forward Pass Layers is: 0.33310770988464355
t: 1%|▏ | 132/9184 [00:49<57:59, 2.60it/s, now=None]
Time To Forward Pass Layers is: 0.3351013660430908
t: 1%|▏ | 133/9184 [00:49<57:42, 2.61it/s, now=None]
Time To Forward Pass Layers is: 0.3240954875946045
t: 1%|▏ | 134/9184 [00:49<57:37, 2.62it/s, now=None]
Time To Forward Pass Layers is: 0.3311154842376709
t: 1%|▏ | 135/9184 [00:50<57:45, 2.61it/s, now=None]
Time To Forward Pass Layers is: 0.3351020812988281
t: 1%|▏ | 136/9184 [00:50<57:42, 2.61it/s, now=None]
Time To Forward Pass Layers is: 0.33011436462402344
t: 1%|▏ | 137/9184 [00:50<57:42, 2.61it/s, now=None]
Time To Forward Pass Layers is: 0.33510375022888184
t: 2%|▏ | 138/9184 [00:51<57:37, 2.62it/s, now=None]
Time To Forward Pass Layers is: 0.33011293411254883
t: 2%|▏ | 139/9184 [00:51<57:25, 2.63it/s, now=None]
Time To Forward Pass Layers is: 0.32712507247924805
t: 2%|▏ | 140/9184 [00:52<57:44, 2.61it/s, now=None]
Time To Forward Pass Layers is: 0.33609867095947266
t: 2%|▏ | 141/9184 [00:52<57:49, 2.61it/s, now=None]
Time To Forward Pass Layers is: 0.3321113586425781
t: 2%|▏ | 142/9184 [00:52<57:36, 2.62it/s, now=None]
Time To Forward Pass Layers is: 0.33011746406555176
t: 2%|▏ | 143/9184 [00:53<57:51, 2.60it/s, now=None]
Time To Forward Pass Layers is: 0.33809494972229004
t: 2%|▏ | 144/9184 [00:53<58:31, 2.57it/s, now=None]
Time To Forward Pass Layers is: 0.3470745086669922
t: 2%|▏ | 145/9184 [00:54<1:00:09, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.37100958824157715
t: 2%|▏ | 146/9184 [00:54<1:00:24, 2.49it/s, now=None]
Time To Forward Pass Layers is: 0.34707117080688477
t: 2%|▏ | 147/9184 [00:54<1:00:40, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.35305142402648926
t: 2%|▏ | 148/9184 [00:55<1:01:17, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.3650212287902832
t: 2%|▏ | 149/9184 [00:55<1:01:11, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.3510582447052002
t: 2%|▏ | 150/9184 [00:56<59:57, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.3281219005584717
t: 2%|▏ | 151/9184 [00:56<59:58, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.34707140922546387
t: 2%|▏ | 152/9184 [00:56<59:48, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.345076322555542
t: 2%|▏ | 153/9184 [00:57<59:09, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.3311142921447754
t: 2%|▏ | 154/9184 [00:57<59:00, 2.55it/s, now=None]
Time To Forward Pass Layers is: 0.33705949783325195
t: 2%|▏ | 155/9184 [00:58<59:24, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.3480687141418457
t: 2%|▏ | 156/9184 [00:58<59:05, 2.55it/s, now=None]
Time To Forward Pass Layers is: 0.33709716796875
t: 2%|▏ | 157/9184 [00:58<59:11, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.33809399604797363
t: 2%|▏ | 158/9184 [00:59<58:50, 2.56it/s, now=None]
Time To Forward Pass Layers is: 0.33510303497314453
t: 2%|▏ | 159/9184 [00:59<59:00, 2.55it/s, now=None]
Time To Forward Pass Layers is: 0.34407711029052734
t: 2%|▏ | 160/9184 [00:59<58:45, 2.56it/s, now=None]
Time To Forward Pass Layers is: 0.3351016044616699
t: 2%|▏ | 161/9184 [01:00<58:35, 2.57it/s, now=None]
Time To Forward Pass Layers is: 0.33310914039611816
t: 2%|▏ | 162/9184 [01:00<58:43, 2.56it/s, now=None]
Time To Forward Pass Layers is: 0.33510351181030273
t: 2%|▏ | 163/9184 [01:01<59:03, 2.55it/s, now=None]
Time To Forward Pass Layers is: 0.3450767993927002
t: 2%|▏ | 164/9184 [01:01<58:52, 2.55it/s, now=None]
Time To Forward Pass Layers is: 0.33610033988952637
t: 2%|▏ | 165/9184 [01:01<1:00:49, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.3779881000518799
t: 2%|▏ | 166/9184 [01:02<1:01:13, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.3629939556121826
t: 2%|▏ | 167/9184 [01:02<1:01:47, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.36601781845092773
t: 2%|▏ | 168/9184 [01:03<1:02:10, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3670170307159424
t: 2%|▏ | 169/9184 [01:03<1:01:43, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.34208178520202637
t: 2%|▏ | 170/9184 [01:04<1:02:07, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.36302828788757324
t: 2%|▏ | 171/9184 [01:04<1:02:51, 2.39it/s, now=None]
Time To Forward Pass Layers is: 0.3749971389770508
t: 2%|▏ | 172/9184 [01:04<1:01:39, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.33909082412719727
t: 2%|▏ | 173/9184 [01:05<1:00:40, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.33510279655456543
t: 2%|▏ | 174/9184 [01:05<1:01:25, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.3700087070465088
t: 2%|▏ | 175/9184 [01:06<1:00:31, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.3370985984802246
t: 2%|▏ | 176/9184 [01:06<1:00:06, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.34607481956481934
t: 2%|▏ | 177/9184 [01:06<1:00:01, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.34108710289001465
t: 2%|▏ | 178/9184 [01:07<59:50, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.3430826663970947
t: 2%|▏ | 179/9184 [01:07<59:24, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.3370957374572754
t: 2%|▏ | 180/9184 [01:08<59:42, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.3480668067932129
t: 2%|▏ | 181/9184 [01:08<59:15, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.33610057830810547
t: 2%|▏ | 182/9184 [01:08<58:56, 2.55it/s, now=None]
Time To Forward Pass Layers is: 0.3341050148010254
t: 2%|▏ | 183/9184 [01:09<59:04, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.3420827388763428
t: 2%|▏ | 184/9184 [01:09<59:44, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.35505151748657227
t: 2%|▏ | 185/9184 [01:10<1:00:42, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.36602210998535156
t: 2%|▏ | 186/9184 [01:10<1:00:50, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.3510620594024658
t: 2%|▏ | 187/9184 [01:10<1:00:48, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.3530542850494385
t: 2%|▏ | 188/9184 [01:11<1:01:40, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.3700084686279297
t: 2%|▏ | 189/9184 [01:11<1:01:11, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.34706902503967285
t: 2%|▏ | 190/9184 [01:12<1:01:02, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.35202479362487793
t: 2%|▏ | 191/9184 [01:12<1:00:20, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.33809375762939453
t: 2%|▏ | 192/9184 [01:12<1:00:02, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.34407949447631836
t: 2%|▏ | 193/9184 [01:13<59:49, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.3420848846435547
t: 2%|▏ | 194/9184 [01:13<59:26, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.33809423446655273
t: 2%|▏ | 195/9184 [01:14<59:13, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.3390920162200928
t: 2%|▏ | 196/9184 [01:14<59:12, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.34208083152770996
t: 2%|▏ | 197/9184 [01:14<59:16, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.34607505798339844
t: 2%|▏ | 198/9184 [01:15<59:11, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.34408020973205566
t: 2%|▏ | 199/9184 [01:15<59:23, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.34707140922546387
t: 2%|▏ | 200/9184 [01:16<59:21, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.3420853614807129
t: 2%|▏ | 201/9184 [01:16<59:14, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.3430018424987793
t: 2%|▏ | 202/9184 [01:16<59:36, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.35205841064453125
t: 2%|▏ | 203/9184 [01:17<59:18, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.3400912284851074
t: 2%|▏ | 204/9184 [01:17<59:06, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.3400864601135254
t: 2%|▏ | 205/9184 [01:18<59:11, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.34707069396972656
t: 2%|▏ | 206/9184 [01:18<59:47, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.35603761672973633
t: 2%|▏ | 207/9184 [01:18<59:07, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.335101842880249
t: 2%|▏ | 208/9184 [01:19<58:50, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.3380928039550781
t: 2%|▏ | 209/9184 [01:19<58:49, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.33909034729003906
t: 2%|▏ | 210/9184 [01:20<58:55, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.34407901763916016
t: 2%|▏ | 211/9184 [01:20<58:52, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.34108495712280273
t: 2%|▏ | 212/9184 [01:20<59:00, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.3450777530670166
t: 2%|▏ | 213/9184 [01:21<59:06, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.34607458114624023
t: 2%|▏ | 214/9184 [01:21<58:54, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.33806276321411133
t: 2%|▏ | 215/9184 [01:21<58:56, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.3430798053741455
t: 2%|▏ | 216/9184 [01:22<59:16, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.34906649589538574
t: 2%|▏ | 217/9184 [01:22<58:58, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.33809518814086914
t: 2%|▏ | 218/9184 [01:23<58:42, 2.55it/s, now=None]
Time To Forward Pass Layers is: 0.33809614181518555
t: 2%|▏ | 219/9184 [01:23<58:47, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.3400871753692627
t: 2%|▏ | 220/9184 [01:23<58:48, 2.54it/s, now=None]
Time To Forward Pass Layers is: 0.3450758457183838
t: 2%|▏ | 221/9184 [01:24<59:15, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.35205793380737305
t: 2%|▏ | 222/9184 [01:24<59:10, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.3430819511413574
t: 2%|▏ | 223/9184 [01:25<59:12, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.34607410430908203
t: 2%|▏ | 224/9184 [01:25<1:00:33, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.36602139472961426
t: 2%|▏ | 225/9184 [01:26<1:01:30, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.37200260162353516
t: 2%|▏ | 226/9184 [01:26<1:01:40, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.36299586296081543
t: 2%|▏ | 227/9184 [01:26<1:02:01, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.36901307106018066
t: 2%|▏ | 228/9184 [01:27<1:02:20, 2.39it/s, now=None]
Time To Forward Pass Layers is: 0.37197375297546387
t: 2%|▏ | 229/9184 [01:27<1:02:23, 2.39it/s, now=None]
Time To Forward Pass Layers is: 0.36601996421813965
t: 3%|▎ | 230/9184 [01:28<1:01:21, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.3420841693878174
t: 3%|▎ | 231/9184 [01:28<1:00:47, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.34607458114624023
t: 3%|▎ | 232/9184 [01:28<1:00:16, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.3410837650299072
t: 3%|▎ | 233/9184 [01:29<59:49, 2.49it/s, now=None]
Time To Forward Pass Layers is: 0.34108686447143555
t: 3%|▎ | 234/9184 [01:29<59:21, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.33809375762939453
t: 3%|▎ | 235/9184 [01:30<59:00, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.33909153938293457
t: 3%|▎ | 236/9184 [01:30<59:08, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.34407901763916016
t: 3%|▎ | 237/9184 [01:30<59:22, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.3480675220489502
t: 3%|▎ | 238/9184 [01:31<59:34, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.3490638732910156
t: 3%|▎ | 239/9184 [01:31<59:24, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.3400890827178955
t: 3%|▎ | 240/9184 [01:32<59:36, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.3500638008117676
t: 3%|▎ | 241/9184 [01:32<59:22, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.34108591079711914
t: 3%|▎ | 242/9184 [01:32<59:23, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.346071720123291
t: 3%|▎ | 243/9184 [01:33<59:32, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.34906649589538574
t: 3%|▎ | 244/9184 [01:33<59:11, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.3400883674621582
t: 3%|▎ | 245/9184 [01:34<59:05, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.3420829772949219
t: 3%|▎ | 246/9184 [01:34<59:05, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.3450744152069092
t: 3%|▎ | 247/9184 [01:34<58:57, 2.53it/s, now=None]
Time To Forward Pass Layers is: 0.3390936851501465
t: 3%|▎ | 248/9184 [01:35<59:03, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.34407949447631836
t: 3%|▎ | 249/9184 [01:35<59:09, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.3470723628997803
t: 3%|▎ | 250/9184 [01:36<59:02, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.3420853614807129
t: 3%|▎ | 251/9184 [01:36<59:08, 2.52it/s, now=None]
Time To Forward Pass Layers is: 0.34607434272766113
t: 3%|▎ | 252/9184 [01:36<59:28, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.3510608673095703
t: 3%|▎ | 253/9184 [01:37<59:34, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.3500649929046631
t: 3%|▎ | 254/9184 [01:37<59:22, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.3430802822113037
t: 3%|▎ | 255/9184 [01:38<59:22, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.3470726013183594
t: 3%|▎ | 256/9184 [01:38<59:24, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.3460712432861328
t: 3%|▎ | 257/9184 [01:38<59:23, 2.51it/s, now=None]
Time To Forward Pass Layers is: 0.348067045211792
t: 3%|▎ | 258/9184 [01:39<59:32, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.3490636348724365
t: 3%|▎ | 259/9184 [01:39<59:55, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.35504841804504395
t: 3%|▎ | 260/9184 [01:40<59:31, 2.50it/s, now=None]
Time To Forward Pass Layers is: 0.3400895595550537
t: 3%|▎ | 261/9184 [01:40<59:48, 2.49it/s, now=None]
Time To Forward Pass Layers is: 0.3560476303100586
t: 3%|▎ | 262/9184 [01:40<59:58, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.3530545234680176
t: 3%|▎ | 263/9184 [01:41<59:38, 2.49it/s, now=None]
Time To Forward Pass Layers is: 0.34308290481567383
t: 3%|▎ | 264/9184 [01:41<1:00:25, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.36399078369140625
t: 3%|▎ | 265/9184 [01:42<1:01:30, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3759958744049072
t: 3%|▎ | 266/9184 [01:42<1:01:32, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3610348701477051
t: 3%|▎ | 267/9184 [01:42<1:01:37, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.36100149154663086
t: 3%|▎ | 268/9184 [01:43<1:02:09, 2.39it/s, now=None]
Time To Forward Pass Layers is: 0.37396907806396484
t: 3%|▎ | 269/9184 [01:43<1:02:23, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.36901354789733887
t: 3%|▎ | 270/9184 [01:44<1:01:37, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3530559539794922
t: 3%|▎ | 271/9184 [01:44<1:01:24, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3570408821105957
t: 3%|▎ | 272/9184 [01:44<1:01:20, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3530547618865967
t: 3%|▎ | 273/9184 [01:45<1:01:27, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3620319366455078
t: 3%|▎ | 274/9184 [01:45<1:00:52, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.34407830238342285
t: 3%|▎ | 275/9184 [01:46<1:00:30, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.34707188606262207
t: 3%|▎ | 276/9184 [01:46<1:00:28, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.3510277271270752
t: 3%|▎ | 277/9184 [01:47<1:00:24, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.3510606288909912
t: 3%|▎ | 278/9184 [01:47<1:00:02, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.3480699062347412
t: 3%|▎ | 279/9184 [01:47<1:00:00, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.3490641117095947
t: 3%|▎ | 280/9184 [01:48<59:43, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.34607434272766113
t: 3%|▎ | 281/9184 [01:48<1:00:02, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.35005855560302734
t: 3%|▎ | 282/9184 [01:49<1:00:05, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.3510584831237793
t: 3%|▎ | 283/9184 [01:49<59:49, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.34504246711730957
t: 3%|▎ | 284/9184 [01:49<1:00:09, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.35704565048217773
t: 3%|▎ | 285/9184 [01:50<1:00:01, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.3500638008117676
t: 3%|▎ | 286/9184 [01:50<59:51, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.3480658531188965
t: 3%|▎ | 287/9184 [01:51<59:51, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.3500633239746094
t: 3%|▎ | 288/9184 [01:51<1:00:23, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.3620302677154541
t: 3%|▎ | 289/9184 [01:51<1:00:03, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.3450775146484375
t: 3%|▎ | 290/9184 [01:52<1:00:26, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.3599989414215088
t: 3%|▎ | 291/9184 [01:52<1:00:26, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.35205912590026855
t: 3%|▎ | 292/9184 [01:53<1:00:07, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.34706950187683105
t: 3%|▎ | 293/9184 [01:53<1:00:05, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.35006189346313477
t: 3%|▎ | 294/9184 [01:53<1:00:24, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.35504722595214844
t: 3%|▎ | 295/9184 [01:54<59:58, 2.47it/s, now=None]
Time To Forward Pass Layers is: 0.34308433532714844
t: 3%|▎ | 296/9184 [01:54<1:00:13, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.3530547618865967
t: 3%|▎ | 297/9184 [01:55<1:00:14, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.3560445308685303
t: 3%|▎ | 298/9184 [01:55<1:00:22, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.35504794120788574
t: 3%|▎ | 299/9184 [01:55<1:00:09, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.3510591983795166
t: 3%|▎ | 300/9184 [01:56<59:46, 2.48it/s, now=None]
Time To Forward Pass Layers is: 0.3430824279785156
t: 3%|▎ | 301/9184 [01:56<1:00:13, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.35505127906799316
t: 3%|▎ | 302/9184 [01:57<1:00:08, 2.46it/s, now=None]
Time To Forward Pass Layers is: 0.3500640392303467
t: 3%|▎ | 303/9184 [01:57<1:00:20, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.3530552387237549
t: 3%|▎ | 304/9184 [01:58<1:01:29, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.37898921966552734
t: 3%|▎ | 305/9184 [01:58<1:01:43, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.36601901054382324
t: 3%|▎ | 306/9184 [01:58<1:01:45, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.3620321750640869
t: 3%|▎ | 307/9184 [01:59<1:02:39, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.38496828079223633
t: 3%|▎ | 308/9184 [01:59<1:02:31, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.36302852630615234
t: 3%|▎ | 309/9184 [02:00<1:02:02, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3500635623931885
t: 3%|▎ | 310/9184 [02:00<1:01:42, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.35803961753845215
t: 3%|▎ | 311/9184 [02:00<1:01:40, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.35704565048217773
t: 3%|▎ | 312/9184 [02:01<1:00:54, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.34906482696533203
t: 3%|▎ | 313/9184 [02:01<1:00:35, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.35103940963745117
t: 3%|▎ | 314/9184 [02:02<1:00:27, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.3570444583892822
t: 3%|▎ | 315/9184 [02:02<1:00:58, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3650238513946533
t: 3%|▎ | 316/9184 [02:02<1:00:54, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.35704469680786133
t: 3%|▎ | 317/9184 [02:03<1:00:31, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.3490335941314697
t: 3%|▎ | 318/9184 [02:03<1:00:53, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.3650214672088623
t: 3%|▎ | 319/9184 [02:04<1:00:39, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.3530552387237549
t: 3%|▎ | 320/9184 [02:04<1:01:01, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3649909496307373
t: 3%|▎ | 321/9184 [02:05<1:00:57, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.35804247856140137
t: 4%|▎ | 322/9184 [02:05<1:00:36, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.3510608673095703
t: 4%|▎ | 323/9184 [02:05<1:01:01, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3649888038635254
t: 4%|▎ | 324/9184 [02:06<1:00:33, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.35205721855163574
t: 4%|▎ | 325/9184 [02:06<1:00:43, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.35900402069091797
t: 4%|▎ | 326/9184 [02:07<1:00:47, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.3590402603149414
t: 4%|▎ | 327/9184 [02:07<1:00:23, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.3480672836303711
t: 4%|▎ | 328/9184 [02:07<1:00:14, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.353057861328125
t: 4%|▎ | 329/9184 [02:08<1:00:24, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.3560481071472168
t: 4%|▎ | 330/9184 [02:08<1:00:36, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.360001802444458
t: 4%|▎ | 331/9184 [02:09<1:00:17, 2.45it/s, now=None]
Time To Forward Pass Layers is: 0.35002899169921875
t: 4%|▎ | 332/9184 [02:09<1:00:55, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.36901354789733887
t: 4%|▎ | 333/9184 [02:09<1:01:15, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.37100720405578613
t: 4%|▎ | 334/9184 [02:10<1:01:09, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.359006404876709
t: 4%|▎ | 335/9184 [02:10<1:01:04, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3530552387237549
t: 4%|▎ | 336/9184 [02:11<1:00:52, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.35006165504455566
t: 4%|▎ | 337/9184 [02:11<1:01:08, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.36302876472473145
t: 4%|▎ | 338/9184 [02:12<1:00:57, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3570427894592285
t: 4%|▎ | 339/9184 [02:12<1:00:42, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.354053258895874
t: 4%|▎ | 340/9184 [02:12<1:00:34, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.35302019119262695
t: 4%|▎ | 341/9184 [02:13<1:00:47, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3540520668029785
t: 4%|▎ | 342/9184 [02:13<1:01:24, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.3670194149017334
t: 4%|▎ | 343/9184 [02:14<1:02:20, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3819773197174072
t: 4%|▎ | 344/9184 [02:14<1:04:05, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.4009270668029785
t: 4%|▍ | 345/9184 [02:15<1:05:18, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.40192198753356934
t: 4%|▍ | 346/9184 [02:15<1:06:12, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.40691113471984863
t: 4%|▍ | 347/9184 [02:15<1:04:53, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3650240898132324
t: 4%|▍ | 348/9184 [02:16<1:03:39, 2.31it/s, now=None]
Time To Forward Pass Layers is: 0.3590402603149414
t: 4%|▍ | 349/9184 [02:16<1:03:19, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3700098991394043
t: 4%|▍ | 350/9184 [02:17<1:03:02, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.369976282119751
t: 4%|▍ | 351/9184 [02:17<1:02:11, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.354050874710083
t: 4%|▍ | 352/9184 [02:18<1:02:01, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.3650224208831787
t: 4%|▍ | 353/9184 [02:18<1:01:25, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.35505032539367676
t: 4%|▍ | 354/9184 [02:18<1:01:10, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.35804080963134766
t: 4%|▍ | 355/9184 [02:19<1:01:07, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.36103129386901855
t: 4%|▍ | 356/9184 [02:19<1:01:03, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3590059280395508
t: 4%|▍ | 357/9184 [02:20<1:00:44, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.35604357719421387
t: 4%|▍ | 358/9184 [02:20<1:00:30, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.3560473918914795
t: 4%|▍ | 359/9184 [02:20<1:00:45, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.36302900314331055
t: 4%|▍ | 360/9184 [02:21<1:00:31, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.35505032539367676
t: 4%|▍ | 361/9184 [02:21<1:00:18, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.35601234436035156
t: 4%|▍ | 362/9184 [02:22<1:00:41, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.36601901054382324
t: 4%|▍ | 363/9184 [02:22<1:00:20, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.35205650329589844
t: 4%|▍ | 364/9184 [02:22<1:00:23, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.35803985595703125
t: 4%|▍ | 365/9184 [02:23<1:00:23, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.35800909996032715
t: 4%|▍ | 366/9184 [02:23<1:00:30, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.3560469150543213
t: 4%|▍ | 367/9184 [02:24<1:00:17, 2.44it/s, now=None]
Time To Forward Pass Layers is: 0.35189318656921387
t: 4%|▍ | 368/9184 [02:24<1:01:16, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.3789851665496826
t: 4%|▍ | 369/9184 [02:25<1:01:02, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.35804057121276855
t: 4%|▍ | 370/9184 [02:25<1:00:52, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3590075969696045
t: 4%|▍ | 371/9184 [02:25<1:00:43, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.35704493522644043
t: 4%|▍ | 372/9184 [02:26<1:00:43, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3600330352783203
t: 4%|▍ | 373/9184 [02:26<1:00:52, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3619985580444336
t: 4%|▍ | 374/9184 [02:27<1:00:47, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.36003684997558594
t: 4%|▍ | 375/9184 [02:27<1:00:57, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3640267848968506
t: 4%|▍ | 376/9184 [02:27<1:00:53, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3600044250488281
t: 4%|▍ | 377/9184 [02:28<1:00:58, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3649895191192627
t: 4%|▍ | 378/9184 [02:28<1:00:54, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.36003732681274414
t: 4%|▍ | 379/9184 [02:29<1:00:29, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.3510611057281494
t: 4%|▍ | 380/9184 [02:29<1:01:34, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.373004674911499
t: 4%|▍ | 381/9184 [02:30<1:02:50, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3879263401031494
t: 4%|▍ | 382/9184 [02:30<1:03:15, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.3839759826660156
t: 4%|▍ | 383/9184 [02:30<1:03:14, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.3760101795196533
t: 4%|▍ | 384/9184 [02:31<1:03:57, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.39394474029541016
t: 4%|▍ | 385/9184 [02:31<1:04:07, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.3839731216430664
t: 4%|▍ | 386/9184 [02:32<1:03:20, 2.31it/s, now=None]
Time To Forward Pass Layers is: 0.3650236129760742
t: 4%|▍ | 387/9184 [02:32<1:02:37, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.36302971839904785
t: 4%|▍ | 388/9184 [02:33<1:02:02, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3590378761291504
t: 4%|▍ | 389/9184 [02:33<1:01:29, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3500380516052246
t: 4%|▍ | 390/9184 [02:33<1:01:11, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.3540182113647461
t: 4%|▍ | 391/9184 [02:34<1:01:09, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.3620429039001465
t: 4%|▍ | 392/9184 [02:34<1:00:52, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.35800909996032715
t: 4%|▍ | 393/9184 [02:35<1:00:26, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.3520328998565674
t: 4%|▍ | 394/9184 [02:35<1:00:24, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.35804247856140137
t: 4%|▍ | 395/9184 [02:35<1:00:30, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.36103391647338867
t: 4%|▍ | 396/9184 [02:36<1:00:22, 2.43it/s, now=None]
Time To Forward Pass Layers is: 0.35601091384887695
t: 4%|▍ | 397/9184 [02:36<1:00:28, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.36399126052856445
t: 4%|▍ | 398/9184 [02:37<1:00:38, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.36402463912963867
t: 4%|▍ | 399/9184 [02:37<1:00:35, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.36100125312805176
t: 4%|▍ | 400/9184 [02:38<1:00:40, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.35601186752319336
t: 4%|▍ | 401/9184 [02:38<1:00:51, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.36601924896240234
t: 4%|▍ | 402/9184 [02:38<1:00:54, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.36399340629577637
t: 4%|▍ | 403/9184 [02:39<1:00:45, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3600034713745117
t: 4%|▍ | 404/9184 [02:39<1:00:33, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.35804009437561035
t: 4%|▍ | 405/9184 [02:40<1:01:02, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.37197327613830566
t: 4%|▍ | 406/9184 [02:40<1:00:55, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.3650228977203369
t: 4%|▍ | 407/9184 [02:40<1:00:43, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3570432662963867
t: 4%|▍ | 408/9184 [02:41<1:01:08, 2.39it/s, now=None]
Time To Forward Pass Layers is: 0.37100744247436523
t: 4%|▍ | 409/9184 [02:41<1:00:52, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.35900425910949707
t: 4%|▍ | 410/9184 [02:42<1:00:29, 2.42it/s, now=None]
Time To Forward Pass Layers is: 0.35504841804504395
t: 4%|▍ | 411/9184 [02:42<1:01:01, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.3710052967071533
t: 4%|▍ | 412/9184 [02:43<1:01:02, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.36302924156188965
t: 4%|▍ | 413/9184 [02:43<1:01:29, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.365023136138916
t: 5%|▍ | 414/9184 [02:43<1:01:26, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.367018461227417
t: 5%|▍ | 415/9184 [02:44<1:01:30, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.370009183883667
t: 5%|▍ | 416/9184 [02:44<1:02:09, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3809802532196045
t: 5%|▍ | 417/9184 [02:45<1:01:49, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3640263080596924
t: 5%|▍ | 418/9184 [02:45<1:02:14, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.37100958824157715
t: 5%|▍ | 419/9184 [02:46<1:03:14, 2.31it/s, now=None]
Time To Forward Pass Layers is: 0.39191603660583496
t: 5%|▍ | 420/9184 [02:46<1:03:55, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.39394545555114746
t: 5%|▍ | 421/9184 [02:46<1:04:21, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.394942045211792
t: 5%|▍ | 422/9184 [02:47<1:04:37, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3929481506347656
t: 5%|▍ | 423/9184 [02:47<1:04:08, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.3779487609863281
t: 5%|▍ | 424/9184 [02:48<1:03:25, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.36897826194763184
t: 5%|▍ | 425/9184 [02:48<1:02:49, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.36601996421813965
t: 5%|▍ | 426/9184 [02:49<1:01:57, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.35504913330078125
t: 5%|▍ | 427/9184 [02:49<1:02:08, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.36701393127441406
t: 5%|▍ | 428/9184 [02:49<1:02:00, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.37200284004211426
t: 5%|▍ | 429/9184 [02:50<1:02:39, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3759925365447998
t: 5%|▍ | 430/9184 [02:50<1:02:13, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.36701536178588867
t: 5%|▍ | 431/9184 [02:51<1:01:50, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.36498260498046875
t: 5%|▍ | 432/9184 [02:51<1:01:34, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.3629953861236572
t: 5%|▍ | 433/9184 [02:52<1:02:02, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.37100768089294434
t: 5%|▍ | 434/9184 [02:52<1:01:47, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.36601924896240234
t: 5%|▍ | 435/9184 [02:52<1:02:13, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3809792995452881
t: 5%|▍ | 436/9184 [02:53<1:01:52, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.36302852630615234
t: 5%|▍ | 437/9184 [02:53<1:02:01, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.375960111618042
t: 5%|▍ | 438/9184 [02:54<1:01:59, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3720059394836426
t: 5%|▍ | 439/9184 [02:54<1:01:47, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3590402603149414
t: 5%|▍ | 440/9184 [02:55<1:02:10, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3779890537261963
t: 5%|▍ | 441/9184 [02:55<1:01:44, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.36400270462036133
t: 5%|▍ | 442/9184 [02:55<1:01:28, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.36302828788757324
t: 5%|▍ | 443/9184 [02:56<1:01:41, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.37200307846069336
t: 5%|▍ | 444/9184 [02:56<1:01:36, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.36901211738586426
t: 5%|▍ | 445/9184 [02:57<1:01:28, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.36100125312805176
t: 5%|▍ | 446/9184 [02:57<1:01:37, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3700072765350342
t: 5%|▍ | 447/9184 [02:57<1:01:15, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3620319366455078
t: 5%|▍ | 448/9184 [02:58<1:01:15, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3680129051208496
t: 5%|▍ | 449/9184 [02:58<1:00:59, 2.39it/s, now=None]
Time To Forward Pass Layers is: 0.36103224754333496
t: 5%|▍ | 450/9184 [02:59<1:01:14, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3710060119628906
t: 5%|▍ | 451/9184 [02:59<1:01:38, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3789854049682617
t: 5%|▍ | 452/9184 [03:00<1:01:15, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3610348701477051
t: 5%|▍ | 453/9184 [03:00<1:01:35, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.37100863456726074
t: 5%|▍ | 454/9184 [03:00<1:01:21, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.36601996421813965
t: 5%|▍ | 455/9184 [03:01<1:01:26, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.3699765205383301
t: 5%|▍ | 456/9184 [03:01<1:02:40, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.39493656158447266
t: 5%|▍ | 457/9184 [03:02<1:03:24, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.39294910430908203
t: 5%|▍ | 458/9184 [03:02<1:03:18, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.3789863586425781
t: 5%|▍ | 459/9184 [03:03<1:03:35, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.386960506439209
t: 5%|▌ | 460/9184 [03:03<1:03:28, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.37998414039611816
t: 5%|▌ | 461/9184 [03:03<1:02:46, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.3649911880493164
t: 5%|▌ | 462/9184 [03:04<1:02:12, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.36602115631103516
t: 5%|▌ | 463/9184 [03:04<1:01:35, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.36003589630126953
t: 5%|▌ | 464/9184 [03:05<1:01:14, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.3620319366455078
t: 5%|▌ | 465/9184 [03:05<1:01:02, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3640248775482178
t: 5%|▌ | 466/9184 [03:06<1:01:22, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.3640270233154297
t: 5%|▌ | 467/9184 [03:06<1:01:17, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.36602139472961426
t: 5%|▌ | 468/9184 [03:06<1:01:30, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.37200284004211426
t: 5%|▌ | 469/9184 [03:07<1:01:33, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.37100768089294434
t: 5%|▌ | 470/9184 [03:07<1:02:07, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.38197970390319824
t: 5%|▌ | 471/9184 [03:08<1:01:28, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3580644130706787
t: 5%|▌ | 472/9184 [03:08<1:01:26, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.367978572845459
t: 5%|▌ | 473/9184 [03:09<1:01:15, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.3620293140411377
t: 5%|▌ | 474/9184 [03:09<1:00:48, 2.39it/s, now=None]
Time To Forward Pass Layers is: 0.35704541206359863
t: 5%|▌ | 475/9184 [03:09<1:00:55, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3660085201263428
t: 5%|▌ | 476/9184 [03:10<1:00:29, 2.40it/s, now=None]
Time To Forward Pass Layers is: 0.35804152488708496
t: 5%|▌ | 477/9184 [03:10<1:00:19, 2.41it/s, now=None]
Time To Forward Pass Layers is: 0.3590402603149414
t: 5%|▌ | 478/9184 [03:11<1:00:58, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3700084686279297
t: 5%|▌ | 479/9184 [03:11<1:01:12, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.37100720405578613
t: 5%|▌ | 480/9184 [03:11<1:01:27, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3650243282318115
t: 5%|▌ | 481/9184 [03:12<1:01:06, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.3590388298034668
t: 5%|▌ | 482/9184 [03:12<1:01:05, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.367018461227417
t: 5%|▌ | 483/9184 [03:13<1:01:01, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.36402463912963867
t: 5%|▌ | 484/9184 [03:13<1:01:08, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.3700113296508789
t: 5%|▌ | 485/9184 [03:14<1:00:58, 2.38it/s, now=None]
Time To Forward Pass Layers is: 0.3640272617340088
t: 5%|▌ | 486/9184 [03:14<1:00:38, 2.39it/s, now=None]
Time To Forward Pass Layers is: 0.359039306640625
t: 5%|▌ | 487/9184 [03:14<1:01:07, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.36598896980285645
t: 5%|▌ | 488/9184 [03:15<1:01:26, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.37200498580932617
t: 5%|▌ | 489/9184 [03:15<1:01:43, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3789851665496826
t: 5%|▌ | 490/9184 [03:16<1:01:35, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3700110912322998
t: 5%|▌ | 491/9184 [03:16<1:01:34, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3700101375579834
t: 5%|▌ | 492/9184 [03:17<1:01:10, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.3590395450592041
t: 5%|▌ | 493/9184 [03:17<1:01:29, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3700103759765625
t: 5%|▌ | 494/9184 [03:17<1:03:01, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.39893293380737305
t: 5%|▌ | 495/9184 [03:18<1:03:51, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.39893341064453125
t: 5%|▌ | 496/9184 [03:18<1:04:06, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.38996434211730957
t: 5%|▌ | 497/9184 [03:19<1:04:32, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3949434757232666
t: 5%|▌ | 498/9184 [03:19<1:03:47, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.373002290725708
t: 5%|▌ | 499/9184 [03:20<1:03:29, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.37400007247924805
t: 5%|▌ | 500/9184 [03:20<1:02:58, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.3700106143951416
t: 5%|▌ | 501/9184 [03:21<1:02:46, 2.31it/s, now=None]
Time To Forward Pass Layers is: 0.37496352195739746
t: 5%|▌ | 502/9184 [03:21<1:02:46, 2.31it/s, now=None]
Time To Forward Pass Layers is: 0.37898683547973633
t: 5%|▌ | 503/9184 [03:21<1:02:25, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.37400031089782715
t: 5%|▌ | 504/9184 [03:22<1:02:15, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.37399816513061523
t: 5%|▌ | 505/9184 [03:22<1:01:50, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3670189380645752
t: 6%|▌ | 506/9184 [03:23<1:01:30, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3640265464782715
t: 6%|▌ | 507/9184 [03:23<1:01:33, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3730027675628662
t: 6%|▌ | 508/9184 [03:23<1:01:57, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3809788227081299
t: 6%|▌ | 509/9184 [03:24<1:01:52, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.37100744247436523
t: 6%|▌ | 510/9184 [03:24<1:01:44, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.37100815773010254
t: 6%|▌ | 511/9184 [03:25<1:01:14, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.361034631729126
t: 6%|▌ | 512/9184 [03:25<1:00:53, 2.37it/s, now=None]
Time To Forward Pass Layers is: 0.36099886894226074
t: 6%|▌ | 513/9184 [03:26<1:01:15, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3749959468841553
t: 6%|▌ | 514/9184 [03:26<1:01:22, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.37100720405578613
t: 6%|▌ | 515/9184 [03:26<1:01:53, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3809800148010254
t: 6%|▌ | 516/9184 [03:27<1:01:41, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.36801600456237793
t: 6%|▌ | 517/9184 [03:27<1:01:35, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.37100768089294434
t: 6%|▌ | 518/9184 [03:28<1:01:23, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.36602234840393066
t: 6%|▌ | 519/9184 [03:28<1:01:07, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.3640255928039551
t: 6%|▌ | 520/9184 [03:29<1:01:18, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.37100791931152344
t: 6%|▌ | 521/9184 [03:29<1:01:21, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3700101375579834
t: 6%|▌ | 522/9184 [03:29<1:01:36, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.36602091789245605
t: 6%|▌ | 523/9184 [03:30<1:01:18, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.365023136138916
t: 6%|▌ | 524/9184 [03:30<1:01:15, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.36801624298095703
t: 6%|▌ | 525/9184 [03:31<1:01:55, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.38497066497802734
t: 6%|▌ | 526/9184 [03:31<1:02:02, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.37699151039123535
t: 6%|▌ | 527/9184 [03:32<1:01:51, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.367016077041626
t: 6%|▌ | 528/9184 [03:32<1:01:27, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3640265464782715
t: 6%|▌ | 529/9184 [03:32<1:01:34, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3670179843902588
t: 6%|▌ | 530/9184 [03:33<1:01:26, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3620314598083496
t: 6%|▌ | 531/9184 [03:33<1:02:38, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.39594078063964844
t: 6%|▌ | 532/9184 [03:34<1:03:25, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3949422836303711
t: 6%|▌ | 533/9184 [03:34<1:03:58, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.39095377922058105
t: 6%|▌ | 534/9184 [03:35<1:03:53, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.38497018814086914
t: 6%|▌ | 535/9184 [03:35<1:04:28, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.40192365646362305
t: 6%|▌ | 536/9184 [03:36<1:03:34, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3700106143951416
t: 6%|▌ | 537/9184 [03:36<1:02:41, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.36602091789245605
t: 6%|▌ | 538/9184 [03:36<1:02:09, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.3670182228088379
t: 6%|▌ | 539/9184 [03:37<1:02:10, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.37898731231689453
t: 6%|▌ | 540/9184 [03:37<1:02:00, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.37200427055358887
t: 6%|▌ | 541/9184 [03:38<1:01:48, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3640275001525879
t: 6%|▌ | 542/9184 [03:38<1:01:34, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3670175075531006
t: 6%|▌ | 543/9184 [03:39<1:01:14, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3640267848968506
t: 6%|▌ | 544/9184 [03:39<1:01:28, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3749961853027344
t: 6%|▌ | 545/9184 [03:39<1:01:35, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.37400031089782715
t: 6%|▌ | 546/9184 [03:40<1:01:04, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.35900449752807617
t: 6%|▌ | 547/9184 [03:40<1:01:18, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.37699174880981445
t: 6%|▌ | 548/9184 [03:41<1:01:36, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3779888153076172
t: 6%|▌ | 549/9184 [03:41<1:01:58, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.37998223304748535
t: 6%|▌ | 550/9184 [03:42<1:01:27, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.36302924156188965
t: 6%|▌ | 551/9184 [03:42<1:01:05, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3650221824645996
t: 6%|▌ | 552/9184 [03:42<1:01:06, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3680145740509033
t: 6%|▌ | 553/9184 [03:43<1:01:06, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3610343933105469
t: 6%|▌ | 554/9184 [03:43<1:01:05, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.37100791931152344
t: 6%|▌ | 555/9184 [03:44<1:01:00, 2.36it/s, now=None]
Time To Forward Pass Layers is: 0.36602091789245605
t: 6%|▌ | 556/9184 [03:44<1:01:12, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.37100696563720703
t: 6%|▌ | 557/9184 [03:44<1:01:53, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.38497066497802734
t: 6%|▌ | 558/9184 [03:45<1:01:43, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3720059394836426
t: 6%|▌ | 559/9184 [03:45<1:01:42, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3749971389770508
t: 6%|▌ | 560/9184 [03:46<1:02:03, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.38297581672668457
t: 6%|▌ | 561/9184 [03:46<1:01:40, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3600349426269531
t: 6%|▌ | 562/9184 [03:47<1:01:20, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3679189682006836
t: 6%|▌ | 563/9184 [03:47<1:01:30, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3779869079589844
t: 6%|▌ | 564/9184 [03:47<1:01:06, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3620321750640869
t: 6%|▌ | 565/9184 [03:48<1:01:07, 2.35it/s, now=None]
Time To Forward Pass Layers is: 0.3710050582885742
t: 6%|▌ | 566/9184 [03:48<1:01:23, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.36801624298095703
t: 6%|▌ | 567/9184 [03:49<1:01:44, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.37998104095458984
t: 6%|▌ | 568/9184 [03:49<1:02:27, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.38892555236816406
t: 6%|▌ | 569/9184 [03:50<1:03:41, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.4009239673614502
t: 6%|▌ | 570/9184 [03:50<1:03:59, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.39294958114624023
t: 6%|▌ | 571/9184 [03:51<1:03:46, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3839743137359619
t: 6%|▌ | 572/9184 [03:51<1:03:57, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3929464817047119
t: 6%|▌ | 573/9184 [03:51<1:03:21, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3759937286376953
t: 6%|▋ | 574/9184 [03:52<1:02:48, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.3749971389770508
t: 6%|▋ | 575/9184 [03:52<1:02:15, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.36901259422302246
t: 6%|▋ | 576/9184 [03:53<1:01:43, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.36601924896240234
t: 6%|▋ | 577/9184 [03:53<1:01:26, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3670165538787842
t: 6%|▋ | 578/9184 [03:54<1:01:25, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3670186996459961
t: 6%|▋ | 579/9184 [03:54<1:01:15, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.36901307106018066
t: 6%|▋ | 580/9184 [03:54<1:01:14, 2.34it/s, now=None]
Time To Forward Pass Layers is: 0.3729677200317383
t: 6%|▋ | 581/9184 [03:55<1:01:34, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3792438507080078
t: 6%|▋ | 582/9184 [03:55<1:01:25, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.3640265464782715
t: 6%|▋ | 583/9184 [03:56<1:01:31, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.37496447563171387
t: 6%|▋ | 584/9184 [03:56<1:01:35, 2.33it/s, now=None]
Time To Forward Pass Layers is: 0.37399888038635254
t: 6%|▋ | 585/9184 [03:57<1:01:42, 2.32it/s, now=None]
Time To Forward Pass Layers is: 0.37396693229675293
t: 6%|▋ | 586/9184 [03:57<1:02:26, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.3919498920440674
t: 6%|▋ | 587/9184 [03:57<1:02:16, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.36901116371154785
t: 6%|▋ | 588/9184 [03:58<1:03:46, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.4059116840362549
t: 6%|▋ | 589/9184 [03:58<1:04:33, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3999311923980713
t: 6%|▋ | 590/9184 [03:59<1:05:01, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.3979361057281494
t: 6%|▋ | 591/9184 [03:59<1:05:44, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.4059126377105713
t: 6%|▋ | 592/9184 [04:00<1:06:09, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.4079101085662842
t: 6%|▋ | 593/9184 [04:00<1:06:23, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.40491533279418945
t: 6%|▋ | 594/9184 [04:01<1:05:37, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.3899564743041992
t: 6%|▋ | 595/9184 [04:01<1:04:28, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.37699174880981445
t: 6%|▋ | 596/9184 [04:02<1:03:50, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3809492588043213
t: 7%|▋ | 597/9184 [04:02<1:03:26, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.38297343254089355
t: 7%|▋ | 598/9184 [04:02<1:03:01, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.37699198722839355
t: 7%|▋ | 599/9184 [04:03<1:03:07, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3869643211364746
t: 7%|▋ | 600/9184 [04:03<1:02:24, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.36900806427001953
t: 7%|▋ | 601/9184 [04:04<1:01:55, 2.31it/s, now=None]
Time To Forward Pass Layers is: 0.36897921562194824
t: 7%|▋ | 602/9184 [04:04<1:02:02, 2.31it/s, now=None]
Time To Forward Pass Layers is: 0.3759951591491699
t: 7%|▋ | 603/9184 [04:05<1:02:12, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.3819448947906494
t: 7%|▋ | 604/9184 [04:05<1:02:47, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.38796234130859375
t: 7%|▋ | 605/9184 [04:06<1:03:48, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.39893221855163574
t: 7%|▋ | 606/9184 [04:06<1:04:27, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.4029231071472168
t: 7%|▋ | 607/9184 [04:06<1:04:47, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3949465751647949
t: 7%|▋ | 608/9184 [04:07<1:04:50, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.3979346752166748
t: 7%|▋ | 609/9184 [04:07<1:04:27, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3889596462249756
t: 7%|▋ | 610/9184 [04:08<1:04:06, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3869645595550537
t: 7%|▋ | 611/9184 [04:08<1:03:43, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3839402198791504
t: 7%|▋ | 612/9184 [04:09<1:03:24, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.38297343254089355
t: 7%|▋ | 613/9184 [04:09<1:02:50, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.37699127197265625
t: 7%|▋ | 614/9184 [04:10<1:02:52, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3849365711212158
t: 7%|▋ | 615/9184 [04:10<1:02:15, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.37200331687927246
t: 7%|▋ | 616/9184 [04:10<1:02:12, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.37798047065734863
t: 7%|▋ | 617/9184 [04:11<1:02:04, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.3769536018371582
t: 7%|▋ | 618/9184 [04:11<1:01:56, 2.30it/s, now=None]
Time To Forward Pass Layers is: 0.37399911880493164
t: 7%|▋ | 619/9184 [04:12<1:02:21, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.3899555206298828
t: 7%|▋ | 620/9184 [04:12<1:03:04, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3889601230621338
t: 7%|▋ | 621/9184 [04:13<1:02:51, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.37998342514038086
t: 7%|▋ | 622/9184 [04:13<1:02:36, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.37798261642456055
t: 7%|▋ | 623/9184 [04:13<1:02:31, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.37998390197753906
t: 7%|▋ | 624/9184 [04:14<1:04:01, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.41289615631103516
t: 7%|▋ | 625/9184 [04:14<1:04:39, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3999307155609131
t: 7%|▋ | 626/9184 [04:15<1:05:52, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.4138953685760498
t: 7%|▋ | 627/9184 [04:15<1:06:09, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.4118974208831787
t: 7%|▋ | 628/9184 [04:16<1:04:39, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3730025291442871
t: 7%|▋ | 629/9184 [04:16<1:03:58, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.38294291496276855
t: 7%|▋ | 630/9184 [04:17<1:03:12, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3729991912841797
t: 7%|▋ | 631/9184 [04:17<1:02:42, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3759922981262207
t: 7%|▋ | 632/9184 [04:18<1:03:10, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.39394688606262207
t: 7%|▋ | 633/9184 [04:18<1:02:53, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3809816837310791
t: 7%|▋ | 634/9184 [04:18<1:02:56, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.38796019554138184
t: 7%|▋ | 635/9184 [04:19<1:03:11, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3899562358856201
t: 7%|▋ | 636/9184 [04:19<1:03:12, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3889598846435547
t: 7%|▋ | 637/9184 [04:20<1:02:56, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3839726448059082
t: 7%|▋ | 638/9184 [04:20<1:02:35, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.37998223304748535
t: 7%|▋ | 639/9184 [04:21<1:02:05, 2.29it/s, now=None]
Time To Forward Pass Layers is: 0.37200331687927246
t: 7%|▋ | 640/9184 [04:21<1:02:40, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3939497470855713
t: 7%|▋ | 641/9184 [04:22<1:05:15, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.4338417053222656
t: 7%|▋ | 642/9184 [04:22<1:05:28, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.40691494941711426
t: 7%|▋ | 643/9184 [04:22<1:05:04, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.39394593238830566
t: 7%|▋ | 644/9184 [04:23<1:05:28, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.40192580223083496
t: 7%|▋ | 645/9184 [04:23<1:05:12, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.3959381580352783
t: 7%|▋ | 646/9184 [04:24<1:04:24, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3819746971130371
t: 7%|▋ | 647/9184 [04:24<1:04:14, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.39095497131347656
t: 7%|▋ | 648/9184 [04:25<1:03:54, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3869655132293701
t: 7%|▋ | 649/9184 [04:25<1:03:27, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.38297510147094727
t: 7%|▋ | 650/9184 [04:26<1:03:10, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.38397216796875
t: 7%|▋ | 651/9184 [04:26<1:02:38, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.37399888038635254
t: 7%|▋ | 652/9184 [04:26<1:02:28, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.37998366355895996
t: 7%|▋ | 653/9184 [04:27<1:02:32, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3869659900665283
t: 7%|▋ | 654/9184 [04:27<1:02:24, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.3839712142944336
t: 7%|▋ | 655/9184 [04:28<1:02:43, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.38895750045776367
t: 7%|▋ | 656/9184 [04:28<1:02:49, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3879280090332031
t: 7%|▋ | 657/9184 [04:29<1:02:28, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.37499499320983887
t: 7%|▋ | 658/9184 [04:29<1:02:23, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.38197779655456543
t: 7%|▋ | 659/9184 [04:30<1:02:32, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.38497018814086914
t: 7%|▋ | 660/9184 [04:30<1:02:28, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.38294267654418945
t: 7%|▋ | 661/9184 [04:30<1:02:10, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.37695789337158203
t: 7%|▋ | 662/9184 [04:31<1:02:58, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.4009270668029785
t: 7%|▋ | 663/9184 [04:31<1:03:17, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3969390392303467
t: 7%|▋ | 664/9184 [04:32<1:03:09, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.38796329498291016
t: 7%|▋ | 665/9184 [04:32<1:02:41, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3779881000518799
t: 7%|▋ | 666/9184 [04:33<1:02:46, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3869655132293701
t: 7%|▋ | 667/9184 [04:33<1:02:37, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.381941556930542
t: 7%|▋ | 668/9184 [04:34<1:02:41, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3859672546386719
t: 7%|▋ | 669/9184 [04:34<1:02:28, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3809804916381836
t: 7%|▋ | 670/9184 [04:34<1:02:39, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.38796305656433105
t: 7%|▋ | 671/9184 [04:35<1:02:27, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.38297510147094727
t: 7%|▋ | 672/9184 [04:35<1:02:13, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.3779904842376709
t: 7%|▋ | 673/9184 [04:36<1:02:23, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.38596677780151367
t: 7%|▋ | 674/9184 [04:36<1:02:40, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.39095425605773926
t: 7%|▋ | 675/9184 [04:37<1:02:45, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.38796210289001465
t: 7%|▋ | 676/9184 [04:37<1:03:28, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.39594173431396484
t: 7%|▋ | 677/9184 [04:38<1:04:45, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.41887807846069336
t: 7%|▋ | 678/9184 [04:38<1:05:10, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.4059159755706787
t: 7%|▋ | 679/9184 [04:39<1:05:12, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.4039192199707031
t: 7%|▋ | 680/9184 [04:39<1:05:29, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.4118671417236328
t: 7%|▋ | 681/9184 [04:39<1:05:07, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.39693737030029297
t: 7%|▋ | 682/9184 [04:40<1:04:16, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.38197898864746094
t: 7%|▋ | 683/9184 [04:40<1:03:41, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.38197779655456543
t: 7%|▋ | 684/9184 [04:41<1:03:56, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.39989209175109863
t: 7%|▋ | 685/9184 [04:41<1:03:21, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3839726448059082
t: 7%|▋ | 686/9184 [04:42<1:02:46, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3779904842376709
t: 7%|▋ | 687/9184 [04:42<1:02:40, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.38496947288513184
t: 7%|▋ | 688/9184 [04:43<1:03:13, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.39893341064453125
t: 8%|▊ | 689/9184 [04:43<1:03:11, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3889598846435547
t: 8%|▊ | 690/9184 [04:43<1:02:44, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3819758892059326
t: 8%|▊ | 691/9184 [04:44<1:02:22, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3789854049682617
t: 8%|▊ | 692/9184 [04:44<1:02:09, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.3789865970611572
t: 8%|▊ | 693/9184 [04:45<1:02:23, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.39092230796813965
t: 8%|▊ | 694/9184 [04:45<1:02:15, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.38194727897644043
t: 8%|▊ | 695/9184 [04:46<1:02:39, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3929481506347656
t: 8%|▊ | 696/9184 [04:46<1:02:44, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.38796281814575195
t: 8%|▊ | 697/9184 [04:47<1:02:47, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.38995790481567383
t: 8%|▊ | 698/9184 [04:47<1:02:32, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3816075325012207
t: 8%|▊ | 699/9184 [04:47<1:02:16, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.37998318672180176
t: 8%|▊ | 700/9184 [04:48<1:02:34, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.391948938369751
t: 8%|▊ | 701/9184 [04:48<1:02:22, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3839712142944336
t: 8%|▊ | 702/9184 [04:49<1:02:28, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.38796114921569824
t: 8%|▊ | 703/9184 [04:49<1:02:07, 2.28it/s, now=None]
Time To Forward Pass Layers is: 0.3779900074005127
t: 8%|▊ | 704/9184 [04:50<1:02:20, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3869643211364746
t: 8%|▊ | 705/9184 [04:50<1:02:29, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3889598846435547
t: 8%|▊ | 706/9184 [04:50<1:02:33, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.386962890625
t: 8%|▊ | 707/9184 [04:51<1:02:20, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.38297605514526367
t: 8%|▊ | 708/9184 [04:51<1:02:31, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.39095234870910645
t: 8%|▊ | 709/9184 [04:52<1:02:39, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3888893127441406
t: 8%|▊ | 710/9184 [04:52<1:02:54, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3949410915374756
t: 8%|▊ | 711/9184 [04:53<1:03:15, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.397935152053833
t: 8%|▊ | 712/9184 [04:53<1:04:20, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.41289353370666504
t: 8%|▊ | 713/9184 [04:54<1:04:53, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.4079008102416992
t: 8%|▊ | 714/9184 [04:54<1:05:38, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.4108998775482178
t: 8%|▊ | 715/9184 [04:55<1:05:47, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.41089892387390137
t: 8%|▊ | 716/9184 [04:55<1:06:29, 2.12it/s, now=None]
Time To Forward Pass Layers is: 0.4248621463775635
t: 8%|▊ | 717/9184 [04:56<1:05:32, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.3929476737976074
t: 8%|▊ | 718/9184 [04:56<1:04:36, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.38497018814086914
t: 8%|▊ | 719/9184 [04:56<1:04:13, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39191699028015137
t: 8%|▊ | 720/9184 [04:57<1:03:21, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.38095617294311523
t: 8%|▊ | 721/9184 [04:57<1:03:14, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3899555206298828
t: 8%|▊ | 722/9184 [04:58<1:03:15, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3949422836303711
t: 8%|▊ | 723/9184 [04:58<1:03:08, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3879268169403076
t: 8%|▊ | 724/9184 [04:59<1:03:17, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3949105739593506
t: 8%|▊ | 725/9184 [04:59<1:03:04, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.38796210289001465
t: 8%|▊ | 726/9184 [05:00<1:02:52, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3869650363922119
t: 8%|▊ | 727/9184 [05:00<1:02:51, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3899557590484619
t: 8%|▊ | 728/9184 [05:00<1:02:53, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3899550437927246
t: 8%|▊ | 729/9184 [05:01<1:02:59, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3899552822113037
t: 8%|▊ | 730/9184 [05:01<1:03:00, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.39095473289489746
t: 8%|▊ | 731/9184 [05:02<1:03:01, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3899569511413574
t: 8%|▊ | 732/9184 [05:02<1:02:52, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3859670162200928
t: 8%|▊ | 733/9184 [05:03<1:02:53, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.39095306396484375
t: 8%|▊ | 734/9184 [05:03<1:02:33, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.38297414779663086
t: 8%|▊ | 735/9184 [05:04<1:02:26, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.38496947288513184
t: 8%|▊ | 736/9184 [05:04<1:02:29, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3869643211364746
t: 8%|▊ | 737/9184 [05:04<1:02:26, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3869650363922119
t: 8%|▊ | 738/9184 [05:05<1:02:04, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3809809684753418
t: 8%|▊ | 739/9184 [05:05<1:01:58, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3829679489135742
t: 8%|▊ | 740/9184 [05:06<1:02:19, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.39095425605773926
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Time To Forward Pass Layers is: 0.38293981552124023
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Time To Forward Pass Layers is: 0.37898731231689453
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Time To Forward Pass Layers is: 0.3899574279785156
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Time To Forward Pass Layers is: 0.3899240493774414
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Time To Forward Pass Layers is: 0.38197970390319824
t: 8%|▊ | 746/9184 [05:08<1:02:39, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.39893317222595215
t: 8%|▊ | 747/9184 [05:09<1:02:19, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.37994813919067383
t: 8%|▊ | 748/9184 [05:09<1:03:48, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.41887998580932617
t: 8%|▊ | 749/9184 [05:10<1:04:08, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.40192437171936035
t: 8%|▊ | 750/9184 [05:10<1:04:34, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.40990281105041504
t: 8%|▊ | 751/9184 [05:11<1:05:07, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.4138941764831543
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Time To Forward Pass Layers is: 0.41489100456237793
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Time To Forward Pass Layers is: 0.38796114921569824
t: 8%|▊ | 754/9184 [05:12<1:04:06, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.39191699028015137
t: 8%|▊ | 755/9184 [05:13<1:03:12, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3789856433868408
t: 8%|▊ | 756/9184 [05:13<1:02:41, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.37995052337646484
t: 8%|▊ | 757/9184 [05:13<1:02:31, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3869624137878418
t: 8%|▊ | 758/9184 [05:14<1:02:10, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.378986120223999
t: 8%|▊ | 759/9184 [05:14<1:02:25, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3919498920440674
t: 8%|▊ | 760/9184 [05:15<1:02:35, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3929469585418701
t: 8%|▊ | 761/9184 [05:15<1:02:14, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.37998533248901367
t: 8%|▊ | 762/9184 [05:16<1:02:02, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3819444179534912
t: 8%|▊ | 763/9184 [05:16<1:02:37, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3999311923980713
t: 8%|▊ | 764/9184 [05:17<1:02:38, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3889586925506592
t: 8%|▊ | 765/9184 [05:17<1:02:33, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3889596462249756
t: 8%|▊ | 766/9184 [05:17<1:02:08, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3819453716278076
t: 8%|▊ | 767/9184 [05:18<1:02:37, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3969380855560303
t: 8%|▊ | 768/9184 [05:18<1:02:23, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.38297176361083984
t: 8%|▊ | 769/9184 [05:19<1:02:17, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3849368095397949
t: 8%|▊ | 770/9184 [05:19<1:01:51, 2.27it/s, now=None]
Time To Forward Pass Layers is: 0.3809802532196045
t: 8%|▊ | 771/9184 [05:20<1:02:00, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3889594078063965
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Time To Forward Pass Layers is: 0.387958288192749
t: 8%|▊ | 773/9184 [05:21<1:02:05, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3889598846435547
t: 8%|▊ | 774/9184 [05:21<1:02:07, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.386965274810791
t: 8%|▊ | 775/9184 [05:21<1:02:23, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.39294910430908203
t: 8%|▊ | 776/9184 [05:22<1:02:07, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3830075263977051
t: 8%|▊ | 777/9184 [05:22<1:02:05, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.38596606254577637
t: 8%|▊ | 778/9184 [05:23<1:02:24, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3949439525604248
t: 8%|▊ | 779/9184 [05:23<1:02:34, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.39394664764404297
t: 8%|▊ | 780/9184 [05:24<1:02:34, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3919517993927002
t: 9%|▊ | 781/9184 [05:24<1:02:26, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.38669371604919434
t: 9%|▊ | 782/9184 [05:25<1:02:28, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3889594078063965
t: 9%|▊ | 783/9184 [05:25<1:02:39, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3929159641265869
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Time To Forward Pass Layers is: 0.42386484146118164
t: 9%|▊ | 785/9184 [05:26<1:04:36, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.40787434577941895
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Time To Forward Pass Layers is: 0.40392017364501953
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Time To Forward Pass Layers is: 0.41089797019958496
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Time To Forward Pass Layers is: 0.3979356288909912
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Time To Forward Pass Layers is: 0.3899574279785156
t: 9%|▊ | 790/9184 [05:28<1:03:31, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39095497131347656
t: 9%|▊ | 791/9184 [05:29<1:02:44, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.37695741653442383
t: 9%|▊ | 792/9184 [05:29<1:02:19, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3839704990386963
t: 9%|▊ | 793/9184 [05:30<1:02:34, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.39394497871398926
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Time To Forward Pass Layers is: 0.3869645595550537
t: 9%|▊ | 795/9184 [05:30<1:02:15, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3839728832244873
t: 9%|▊ | 796/9184 [05:31<1:02:11, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.386965274810791
t: 9%|▊ | 797/9184 [05:31<1:01:55, 2.26it/s, now=None]
Time To Forward Pass Layers is: 0.3819620609283447
t: 9%|▊ | 798/9184 [05:32<1:02:09, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.3929469585418701
t: 9%|▊ | 799/9184 [05:32<1:02:39, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.4029226303100586
t: 9%|▊ | 800/9184 [05:33<1:02:17, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.38496923446655273
t: 9%|▊ | 801/9184 [05:33<1:02:24, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.38497090339660645
t: 9%|▊ | 802/9184 [05:34<1:02:09, 2.25it/s, now=None]
Time To Forward Pass Layers is: 0.38496947288513184
t: 9%|▊ | 803/9184 [05:34<1:02:26, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.39593935012817383
t: 9%|▉ | 804/9184 [05:34<1:02:22, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3899571895599365
t: 9%|▉ | 805/9184 [05:35<1:02:20, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.38895344734191895
t: 9%|▉ | 806/9184 [05:35<1:02:23, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3889596462249756
t: 9%|▉ | 807/9184 [05:36<1:02:40, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3979334831237793
t: 9%|▉ | 808/9184 [05:36<1:02:49, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3999311923980713
t: 9%|▉ | 809/9184 [05:37<1:02:31, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3859670162200928
t: 9%|▉ | 810/9184 [05:37<1:02:12, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3819725513458252
t: 9%|▉ | 811/9184 [05:38<1:02:27, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.394942045211792
t: 9%|▉ | 812/9184 [05:38<1:02:30, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.39095473289489746
t: 9%|▉ | 813/9184 [05:38<1:02:46, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3979325294494629
t: 9%|▉ | 814/9184 [05:39<1:02:30, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.38796377182006836
t: 9%|▉ | 815/9184 [05:39<1:02:22, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.3889617919921875
t: 9%|▉ | 816/9184 [05:40<1:02:08, 2.24it/s, now=None]
Time To Forward Pass Layers is: 0.38596582412719727
t: 9%|▉ | 817/9184 [05:40<1:02:33, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.39893317222595215
t: 9%|▉ | 818/9184 [05:41<1:02:31, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.39092111587524414
t: 9%|▉ | 819/9184 [05:41<1:03:44, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.41588830947875977
t: 9%|▉ | 820/9184 [05:42<1:04:10, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.409869909286499
t: 9%|▉ | 821/9184 [05:42<1:04:38, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.41190624237060547
t: 9%|▉ | 822/9184 [05:43<1:04:17, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.3969383239746094
t: 9%|▉ | 823/9184 [05:43<1:04:43, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.4138925075531006
t: 9%|▉ | 824/9184 [05:44<1:04:18, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.3999300003051758
t: 9%|▉ | 825/9184 [05:44<1:03:43, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.3899569511413574
t: 9%|▉ | 826/9184 [05:44<1:03:16, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39095163345336914
t: 9%|▉ | 827/9184 [05:45<1:03:12, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.3949413299560547
t: 9%|▉ | 828/9184 [05:45<1:02:51, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.38796305656433105
t: 9%|▉ | 829/9184 [05:46<1:03:07, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.4029202461242676
t: 9%|▉ | 830/9184 [05:46<1:03:15, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39893174171447754
t: 9%|▉ | 831/9184 [05:47<1:02:43, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.38497114181518555
t: 9%|▉ | 832/9184 [05:47<1:02:36, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3949408531188965
t: 9%|▉ | 833/9184 [05:48<1:02:41, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3949415683746338
t: 9%|▉ | 834/9184 [05:48<1:02:36, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.39294981956481934
t: 9%|▉ | 835/9184 [05:48<1:02:18, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.38796091079711914
t: 9%|▉ | 836/9184 [05:49<1:02:20, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.39095449447631836
t: 9%|▉ | 837/9184 [05:49<1:02:24, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3919181823730469
t: 9%|▉ | 838/9184 [05:50<1:02:39, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.39594173431396484
t: 9%|▉ | 839/9184 [05:50<1:02:32, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.39095377922058105
t: 9%|▉ | 840/9184 [05:51<1:02:29, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.39095401763916016
t: 9%|▉ | 841/9184 [05:51<1:02:37, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3959381580352783
t: 9%|▉ | 842/9184 [05:52<1:02:18, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3889601230621338
t: 9%|▉ | 843/9184 [05:52<1:02:47, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.40192580223083496
t: 9%|▉ | 844/9184 [05:53<1:02:39, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3899550437927246
t: 9%|▉ | 845/9184 [05:53<1:02:26, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3899235725402832
t: 9%|▉ | 846/9184 [05:53<1:02:29, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.391951322555542
t: 9%|▉ | 847/9184 [05:54<1:02:57, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.4059145450592041
t: 9%|▉ | 848/9184 [05:54<1:02:56, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3959379196166992
t: 9%|▉ | 849/9184 [05:55<1:02:27, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.38796257972717285
t: 9%|▉ | 850/9184 [05:55<1:02:25, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.39294958114624023
t: 9%|▉ | 851/9184 [05:56<1:02:10, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3869638442993164
t: 9%|▉ | 852/9184 [05:56<1:02:35, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3999288082122803
t: 9%|▉ | 853/9184 [05:57<1:02:22, 2.23it/s, now=None]
Time To Forward Pass Layers is: 0.3889601230621338
t: 9%|▉ | 854/9184 [05:57<1:03:03, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.4059123992919922
t: 9%|▉ | 855/9184 [05:57<1:04:14, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.42386603355407715
t: 9%|▉ | 856/9184 [05:58<1:04:48, 2.14it/s, now=None]
Time To Forward Pass Layers is: 0.41489171981811523
t: 9%|▉ | 857/9184 [05:58<1:05:07, 2.13it/s, now=None]
Time To Forward Pass Layers is: 0.41588497161865234
t: 9%|▉ | 858/9184 [05:59<1:05:53, 2.11it/s, now=None]
Time To Forward Pass Layers is: 0.42984962463378906
t: 9%|▉ | 859/9184 [05:59<1:05:02, 2.13it/s, now=None]
Time To Forward Pass Layers is: 0.39693641662597656
t: 9%|▉ | 860/9184 [06:00<1:04:27, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.3969380855560303
t: 9%|▉ | 861/9184 [06:00<1:03:49, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.39294934272766113
t: 9%|▉ | 862/9184 [06:01<1:03:16, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.38895678520202637
t: 9%|▉ | 863/9184 [06:01<1:03:12, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.394942045211792
t: 9%|▉ | 864/9184 [06:02<1:06:16, 2.09it/s, now=None]
Time To Forward Pass Layers is: 0.47170472145080566
t: 9%|▉ | 865/9184 [06:02<1:05:32, 2.12it/s, now=None]
Time To Forward Pass Layers is: 0.4029209613800049
t: 9%|▉ | 866/9184 [06:03<1:04:17, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.38593339920043945
t: 9%|▉ | 867/9184 [06:03<1:04:29, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.4109351634979248
t: 9%|▉ | 868/9184 [06:04<1:03:40, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.38796234130859375
t: 9%|▉ | 869/9184 [06:04<1:02:51, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.38297176361083984
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Time To Forward Pass Layers is: 0.3919508457183838
t: 9%|▉ | 871/9184 [06:05<1:03:11, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.40691184997558594
t: 9%|▉ | 872/9184 [06:05<1:02:50, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39095282554626465
t: 10%|▉ | 873/9184 [06:06<1:02:50, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.3969380855560303
t: 10%|▉ | 874/9184 [06:06<1:02:27, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.38796019554138184
t: 10%|▉ | 875/9184 [06:07<1:03:31, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.41788268089294434
t: 10%|▉ | 876/9184 [06:07<1:03:13, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.39594054222106934
t: 10%|▉ | 877/9184 [06:08<1:02:58, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39391088485717773
t: 10%|▉ | 878/9184 [06:08<1:02:48, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39294934272766113
t: 10%|▉ | 879/9184 [06:09<1:03:57, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.42186975479125977
t: 10%|▉ | 880/9184 [06:09<1:04:40, 2.14it/s, now=None]
Time To Forward Pass Layers is: 0.42087435722351074
t: 10%|▉ | 881/9184 [06:09<1:04:14, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.3988990783691406
t: 10%|▉ | 882/9184 [06:10<1:04:37, 2.14it/s, now=None]
Time To Forward Pass Layers is: 0.41489124298095703
t: 10%|▉ | 883/9184 [06:10<1:05:03, 2.13it/s, now=None]
Time To Forward Pass Layers is: 0.42087459564208984
t: 10%|▉ | 884/9184 [06:11<1:04:07, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.3899574279785156
t: 10%|▉ | 885/9184 [06:11<1:03:47, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.3979010581970215
t: 10%|▉ | 886/9184 [06:12<1:03:11, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.39191746711730957
t: 10%|▉ | 887/9184 [06:12<1:03:25, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.40491724014282227
t: 10%|▉ | 888/9184 [06:13<1:03:17, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.3969390392303467
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Time To Forward Pass Layers is: 0.4188518524169922
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Time To Forward Pass Layers is: 0.4308481216430664
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Time To Forward Pass Layers is: 0.48370885848999023
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Time To Forward Pass Layers is: 0.4468059539794922
t: 10%|▉ | 893/9184 [06:15<1:10:53, 1.95it/s, now=None]
Time To Forward Pass Layers is: 0.46276307106018066
t: 10%|▉ | 894/9184 [06:16<1:10:17, 1.97it/s, now=None]
Time To Forward Pass Layers is: 0.43782758712768555
t: 10%|▉ | 895/9184 [06:16<1:08:20, 2.02it/s, now=None]
Time To Forward Pass Layers is: 0.40192532539367676
t: 10%|▉ | 896/9184 [06:17<1:06:35, 2.07it/s, now=None]
Time To Forward Pass Layers is: 0.39490795135498047
t: 10%|▉ | 897/9184 [06:17<1:05:27, 2.11it/s, now=None]
Time To Forward Pass Layers is: 0.39893317222595215
t: 10%|▉ | 898/9184 [06:18<1:04:41, 2.13it/s, now=None]
Time To Forward Pass Layers is: 0.3979358673095703
t: 10%|▉ | 899/9184 [06:18<1:04:49, 2.13it/s, now=None]
Time To Forward Pass Layers is: 0.4138944149017334
t: 10%|▉ | 900/9184 [06:19<1:04:29, 2.14it/s, now=None]
Time To Forward Pass Layers is: 0.3979334831237793
t: 10%|▉ | 901/9184 [06:19<1:03:41, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.3899543285369873
t: 10%|▉ | 902/9184 [06:19<1:03:34, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.3949098587036133
t: 10%|▉ | 903/9184 [06:20<1:03:34, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.4029214382171631
t: 10%|▉ | 904/9184 [06:20<1:03:26, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.400928258895874
t: 10%|▉ | 905/9184 [06:21<1:02:51, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.3899552822113037
t: 10%|▉ | 906/9184 [06:21<1:02:41, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.3969388008117676
t: 10%|▉ | 907/9184 [06:22<1:02:32, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3929157257080078
t: 10%|▉ | 908/9184 [06:22<1:02:15, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.39095187187194824
t: 10%|▉ | 909/9184 [06:23<1:02:03, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3889601230621338
t: 10%|▉ | 910/9184 [06:23<1:02:07, 2.22it/s, now=None]
Time To Forward Pass Layers is: 0.3949449062347412
t: 10%|▉ | 911/9184 [06:24<1:02:40, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.40691089630126953
t: 10%|▉ | 912/9184 [06:24<1:02:37, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.3919529914855957
t: 10%|▉ | 913/9184 [06:24<1:02:28, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3929159641265869
t: 10%|▉ | 914/9184 [06:25<1:02:14, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3889601230621338
t: 10%|▉ | 915/9184 [06:25<1:03:14, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.41788196563720703
t: 10%|▉ | 916/9184 [06:26<1:03:01, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.3959383964538574
t: 10%|▉ | 917/9184 [06:26<1:02:42, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39294981956481934
t: 10%|▉ | 918/9184 [06:27<1:02:31, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.3919510841369629
t: 10%|█ | 919/9184 [06:27<1:03:15, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.41489100456237793
t: 10%|█ | 920/9184 [06:28<1:03:01, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.3949437141418457
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Time To Forward Pass Layers is: 0.388960599899292
t: 10%|█ | 922/9184 [06:29<1:02:24, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3929455280303955
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Time To Forward Pass Layers is: 0.425861120223999
t: 10%|█ | 924/9184 [06:30<1:05:07, 2.11it/s, now=None]
Time To Forward Pass Layers is: 0.4278545379638672
t: 10%|█ | 925/9184 [06:30<1:05:01, 2.12it/s, now=None]
Time To Forward Pass Layers is: 0.4089040756225586
t: 10%|█ | 926/9184 [06:30<1:04:56, 2.12it/s, now=None]
Time To Forward Pass Layers is: 0.40990114212036133
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Time To Forward Pass Layers is: 0.43483638763427734
t: 10%|█ | 928/9184 [06:31<1:05:26, 2.10it/s, now=None]
Time To Forward Pass Layers is: 0.4029226303100586
t: 10%|█ | 929/9184 [06:32<1:04:51, 2.12it/s, now=None]
Time To Forward Pass Layers is: 0.40288686752319336
t: 10%|█ | 930/9184 [06:32<1:03:50, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.3899564743041992
t: 10%|█ | 931/9184 [06:33<1:03:56, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.408905029296875
t: 10%|█ | 932/9184 [06:33<1:03:16, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.39191341400146484
t: 10%|█ | 933/9184 [06:34<1:02:55, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.39893341064453125
t: 10%|█ | 934/9184 [06:34<1:02:43, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.39693713188171387
t: 10%|█ | 935/9184 [06:35<1:03:21, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.4168846607208252
t: 10%|█ | 936/9184 [06:35<1:02:51, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.39095449447631836
t: 10%|█ | 937/9184 [06:36<1:02:54, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.4029231071472168
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Time To Forward Pass Layers is: 0.3979325294494629
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Time To Forward Pass Layers is: 0.4059140682220459
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Time To Forward Pass Layers is: 0.4059140682220459
t: 10%|█ | 941/9184 [06:37<1:02:37, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.3899571895599365
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Time To Forward Pass Layers is: 0.39490699768066406
t: 10%|█ | 943/9184 [06:38<1:02:31, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39992833137512207
t: 10%|█ | 944/9184 [06:39<1:02:32, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.3979346752166748
t: 10%|█ | 945/9184 [06:39<1:02:13, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.39095616340637207
t: 10%|█ | 946/9184 [06:40<1:02:02, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.39095354080200195
t: 10%|█ | 947/9184 [06:40<1:02:14, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3999297618865967
t: 10%|█ | 948/9184 [06:41<1:02:04, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.39394450187683105
t: 10%|█ | 949/9184 [06:41<1:02:05, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.39693760871887207
t: 10%|█ | 950/9184 [06:41<1:02:23, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.4039170742034912
t: 10%|█ | 951/9184 [06:42<1:03:00, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.41289567947387695
t: 10%|█ | 952/9184 [06:42<1:02:39, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.3929104804992676
t: 10%|█ | 953/9184 [06:43<1:02:36, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.3969383239746094
t: 10%|█ | 954/9184 [06:43<1:02:27, 2.20it/s, now=None]
Time To Forward Pass Layers is: 0.39491748809814453
t: 10%|█ | 955/9184 [06:44<1:02:50, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.40691256523132324
t: 10%|█ | 956/9184 [06:44<1:02:36, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.3979353904724121
t: 10%|█ | 957/9184 [06:45<1:03:33, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.4138944149017334
t: 10%|█ | 958/9184 [06:45<1:04:54, 2.11it/s, now=None]
Time To Forward Pass Layers is: 0.4338381290435791
t: 10%|█ | 959/9184 [06:46<1:05:29, 2.09it/s, now=None]
Time To Forward Pass Layers is: 0.4248642921447754
t: 10%|█ | 960/9184 [06:46<1:05:09, 2.10it/s, now=None]
Time To Forward Pass Layers is: 0.4109017848968506
t: 10%|█ | 961/9184 [06:47<1:04:47, 2.12it/s, now=None]
Time To Forward Pass Layers is: 0.4068760871887207
t: 10%|█ | 962/9184 [06:47<1:05:31, 2.09it/s, now=None]
Time To Forward Pass Layers is: 0.4338390827178955
t: 10%|█ | 963/9184 [06:48<1:05:19, 2.10it/s, now=None]
Time To Forward Pass Layers is: 0.41588616371154785
t: 10%|█ | 964/9184 [06:48<1:04:27, 2.13it/s, now=None]
Time To Forward Pass Layers is: 0.39693713188171387
t: 11%|█ | 965/9184 [06:48<1:04:07, 2.14it/s, now=None]
Time To Forward Pass Layers is: 0.4059150218963623
t: 11%|█ | 966/9184 [06:49<1:03:41, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.39989256858825684
t: 11%|█ | 967/9184 [06:49<1:03:43, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.4079108238220215
t: 11%|█ | 968/9184 [06:50<1:03:09, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.39391231536865234
t: 11%|█ | 969/9184 [06:50<1:02:48, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.3959078788757324
t: 11%|█ | 970/9184 [06:51<1:02:52, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.40391993522644043
t: 11%|█ | 971/9184 [06:51<1:03:13, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.41188979148864746
t: 11%|█ | 972/9184 [06:52<1:03:12, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.4039168357849121
t: 11%|█ | 973/9184 [06:52<1:03:02, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.3999311923980713
t: 11%|█ | 974/9184 [06:53<1:02:32, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.39095282554626465
t: 11%|█ | 975/9184 [06:53<1:02:58, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.408905029296875
t: 11%|█ | 976/9184 [06:54<1:02:46, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.39893293380737305
t: 11%|█ | 977/9184 [06:54<1:02:58, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.3969385623931885
t: 11%|█ | 978/9184 [06:54<1:02:48, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.40092968940734863
t: 11%|█ | 979/9184 [06:55<1:03:01, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.406874418258667
t: 11%|█ | 980/9184 [06:55<1:02:46, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.39693427085876465
t: 11%|█ | 981/9184 [06:56<1:02:42, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.39992856979370117
t: 11%|█ | 982/9184 [06:56<1:02:47, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.40392017364501953
t: 11%|█ | 983/9184 [06:57<1:02:50, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.4039168357849121
t: 11%|█ | 984/9184 [06:57<1:02:47, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.39989686012268066
t: 11%|█ | 985/9184 [06:58<1:02:45, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.40192365646362305
t: 11%|█ | 986/9184 [06:58<1:02:24, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.39490652084350586
t: 11%|█ | 987/9184 [06:59<1:02:53, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.41289520263671875
t: 11%|█ | 988/9184 [06:59<1:02:34, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.3949105739593506
t: 11%|█ | 989/9184 [06:59<1:01:53, 2.21it/s, now=None]
Time To Forward Pass Layers is: 0.3839707374572754
t: 11%|█ | 990/9184 [07:00<1:02:14, 2.19it/s, now=None]
Time To Forward Pass Layers is: 0.40391993522644043
t: 11%|█ | 991/9184 [07:00<1:02:48, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.41286182403564453
t: 11%|█ | 992/9184 [07:01<1:02:49, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.4009273052215576
t: 11%|█ | 993/9184 [07:01<1:03:42, 2.14it/s, now=None]
Time To Forward Pass Layers is: 0.42087626457214355
t: 11%|█ | 994/9184 [07:02<1:04:13, 2.13it/s, now=None]
Time To Forward Pass Layers is: 0.41984105110168457
t: 11%|█ | 995/9184 [07:02<1:05:15, 2.09it/s, now=None]
Time To Forward Pass Layers is: 0.4358344078063965
t: 11%|█ | 996/9184 [07:03<1:05:01, 2.10it/s, now=None]
Time To Forward Pass Layers is: 0.413893461227417
t: 11%|█ | 997/9184 [07:03<1:05:16, 2.09it/s, now=None]
Time To Forward Pass Layers is: 0.424863338470459
t: 11%|█ | 998/9184 [07:04<1:04:20, 2.12it/s, now=None]
Time To Forward Pass Layers is: 0.3979337215423584
t: 11%|█ | 999/9184 [07:04<1:04:00, 2.13it/s, now=None]
Time To Forward Pass Layers is: 0.4039182662963867
t: 11%|█ | 1000/9184 [07:05<1:03:49, 2.14it/s, now=None]
Time To Forward Pass Layers is: 0.4079091548919678
t: 11%|█ | 1001/9184 [07:05<1:05:41, 2.08it/s, now=None]
Time To Forward Pass Layers is: 0.45179152488708496
t: 11%|█ | 1002/9184 [07:06<1:05:09, 2.09it/s, now=None]
Time To Forward Pass Layers is: 0.41289567947387695
t: 11%|█ | 1003/9184 [07:06<1:04:29, 2.11it/s, now=None]
Time To Forward Pass Layers is: 0.4029223918914795
t: 11%|█ | 1004/9184 [07:07<1:03:54, 2.13it/s, now=None]
Time To Forward Pass Layers is: 0.39893364906311035
t: 11%|█ | 1005/9184 [07:07<1:03:31, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.3999292850494385
t: 11%|█ | 1006/9184 [07:07<1:02:48, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.39191508293151855
t: 11%|█ | 1007/9184 [07:08<1:03:24, 2.15it/s, now=None]
Time To Forward Pass Layers is: 0.4168827533721924
t: 11%|█ | 1008/9184 [07:08<1:03:10, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.4018871784210205
t: 11%|█ | 1009/9184 [07:09<1:03:08, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.4038839340209961
t: 11%|█ | 1010/9184 [07:09<1:03:03, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.40391969680786133
t: 11%|█ | 1011/9184 [07:10<1:02:55, 2.16it/s, now=None]
Time To Forward Pass Layers is: 0.399930477142334
t: 11%|█ | 1012/9184 [07:10<1:02:39, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.39693760871887207
t: 11%|█ | 1013/9184 [07:11<1:02:38, 2.17it/s, now=None]
Time To Forward Pass Layers is: 0.40192604064941406
t: 11%|█ | 1014/9184 [07:11<1:02:25, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.3959336280822754
t: 11%|█ | 1015/9184 [07:12<1:02:23, 2.18it/s, now=None]
Time To Forward Pass Layers is: 0.3999307155609131
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Time To Forward Pass Layers is: 0.3979010581970215
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Time To Forward Pass Layers is: 0.4048807621002197
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Time To Forward Pass Layers is: 0.39893317222595215
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Time To Forward Pass Layers is: 0.400928258895874
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Time To Forward Pass Layers is: 0.4029223918914795
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Time To Forward Pass Layers is: 0.4008903503417969
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Time To Forward Pass Layers is: 0.4029231071472168
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Time To Forward Pass Layers is: 0.41289615631103516
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Time To Forward Pass Layers is: 0.4029226303100586
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Time To Forward Pass Layers is: 0.39893364906311035
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Time To Forward Pass Layers is: 0.39294958114624023
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Time To Forward Pass Layers is: 0.4248621463775635
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Time To Forward Pass Layers is: 0.4278533458709717
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Time To Forward Pass Layers is: 0.41887736320495605
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Time To Forward Pass Layers is: 0.4138939380645752
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Time To Forward Pass Layers is: 0.4308466911315918
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Time To Forward Pass Layers is: 0.4089064598083496
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Time To Forward Pass Layers is: 0.4059140682220459
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Time To Forward Pass Layers is: 0.4059126377105713
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Time To Forward Pass Layers is: 0.4089047908782959
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Time To Forward Pass Layers is: 0.40192604064941406
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Time To Forward Pass Layers is: 0.3988988399505615
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Time To Forward Pass Layers is: 0.4029202461242676
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Time To Forward Pass Layers is: 0.40491700172424316
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Time To Forward Pass Layers is: 0.40491700172424316
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Time To Forward Pass Layers is: 0.4059140682220459
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Time To Forward Pass Layers is: 0.39493894577026367
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Time To Forward Pass Layers is: 0.4009280204772949
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Time To Forward Pass Layers is: 0.41588473320007324
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Time To Forward Pass Layers is: 0.39594125747680664
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Time To Forward Pass Layers is: 0.4009270668029785
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Time To Forward Pass Layers is: 0.3969380855560303
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Time To Forward Pass Layers is: 0.41086816787719727
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Time To Forward Pass Layers is: 0.39391136169433594
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Time To Forward Pass Layers is: 0.4009253978729248
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Time To Forward Pass Layers is: 0.40390491485595703
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Time To Forward Pass Layers is: 0.39690351486206055
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Time To Forward Pass Layers is: 0.4089062213897705
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Time To Forward Pass Layers is: 0.3979020118713379
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Time To Forward Pass Layers is: 0.40691089630126953
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Time To Forward Pass Layers is: 0.39294862747192383
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Time To Forward Pass Layers is: 0.3999302387237549
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Time To Forward Pass Layers is: 0.39992690086364746
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Time To Forward Pass Layers is: 0.4059140682220459
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Time To Forward Pass Layers is: 0.400928258895874
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Time To Forward Pass Layers is: 0.4109005928039551
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Time To Forward Pass Layers is: 0.4368319511413574
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Time To Forward Pass Layers is: 0.4218711853027344
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Time To Forward Pass Layers is: 0.4208717346191406
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Time To Forward Pass Layers is: 0.4408223628997803
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Time To Forward Pass Layers is: 0.41887760162353516
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Time To Forward Pass Layers is: 0.4059140682220459
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Time To Forward Pass Layers is: 0.4148895740509033
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Time To Forward Pass Layers is: 0.4029200077056885
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Time To Forward Pass Layers is: 0.4368319511413574
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Time To Forward Pass Layers is: 0.410900354385376
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Time To Forward Pass Layers is: 0.4089071750640869
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Time To Forward Pass Layers is: 0.43683671951293945
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Time To Forward Pass Layers is: 0.48267626762390137
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Time To Forward Pass Layers is: 0.4926424026489258
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Time To Forward Pass Layers is: 0.4667503833770752
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Time To Forward Pass Layers is: 0.44580888748168945
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Time To Forward Pass Layers is: 0.42386627197265625
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Time To Forward Pass Layers is: 0.43683290481567383
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Time To Forward Pass Layers is: 0.4358348846435547
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Time To Forward Pass Layers is: 0.42187023162841797
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Time To Forward Pass Layers is: 0.4408245086669922
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Time To Forward Pass Layers is: 0.44281816482543945
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Time To Forward Pass Layers is: 0.4328432083129883
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Time To Forward Pass Layers is: 0.43782830238342285
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Time To Forward Pass Layers is: 0.4587745666503906
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Time To Forward Pass Layers is: 0.45577406883239746
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Time To Forward Pass Layers is: 0.4497983455657959
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Time To Forward Pass Layers is: 0.45478105545043945
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Time To Forward Pass Layers is: 0.4328427314758301
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Time To Forward Pass Layers is: 0.4448113441467285
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Time To Forward Pass Layers is: 0.4468050003051758
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Time To Forward Pass Layers is: 0.4368319511413574
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Time To Forward Pass Layers is: 0.45977234840393066
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Time To Forward Pass Layers is: 0.444810152053833
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Time To Forward Pass Layers is: 0.4777224063873291
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Time To Forward Pass Layers is: 0.48270654678344727
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Time To Forward Pass Layers is: 0.4448103904724121
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Time To Forward Pass Layers is: 0.41588521003723145
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Time To Forward Pass Layers is: 0.43982410430908203
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Time To Forward Pass Layers is: 0.4448094367980957
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Time To Forward Pass Layers is: 0.43782925605773926
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Time To Forward Pass Layers is: 0.425861120223999
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Time To Forward Pass Layers is: 0.4358327388763428
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Time To Forward Pass Layers is: 0.42885398864746094
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Time To Forward Pass Layers is: 0.3999300003051758
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Time To Forward Pass Layers is: 0.4118971824645996
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Time To Forward Pass Layers is: 0.4248642921447754
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Time To Forward Pass Layers is: 0.4118990898132324
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Time To Forward Pass Layers is: 0.4557809829711914
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Time To Forward Pass Layers is: 0.4278547763824463
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Time To Forward Pass Layers is: 0.44580793380737305
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Time To Forward Pass Layers is: 0.4418175220489502
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Time To Forward Pass Layers is: 0.430849552154541
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Time To Forward Pass Layers is: 0.42885375022888184
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Time To Forward Pass Layers is: 0.4418184757232666
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Time To Forward Pass Layers is: 0.44281625747680664
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Time To Forward Pass Layers is: 0.40491628646850586
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Time To Forward Pass Layers is: 0.45609164237976074
t: 12%|█▏ | 1120/9184 [08:03<1:08:29, 1.96it/s, now=None]
Time To Forward Pass Layers is: 0.4637601375579834
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Time To Forward Pass Layers is: 0.4248647689819336
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Time To Forward Pass Layers is: 0.4448251724243164
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Time To Forward Pass Layers is: 0.4497976303100586
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Time To Forward Pass Layers is: 0.4398229122161865
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Time To Forward Pass Layers is: 0.4527554512023926
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Time To Forward Pass Layers is: 0.4657554626464844
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Time To Forward Pass Layers is: 0.47672533988952637
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Time To Forward Pass Layers is: 0.4637589454650879
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Time To Forward Pass Layers is: 0.47373437881469727
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Time To Forward Pass Layers is: 0.44880008697509766
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Time To Forward Pass Layers is: 0.42985057830810547
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Time To Forward Pass Layers is: 0.4288523197174072
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Time To Forward Pass Layers is: 0.4448103904724121
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Time To Forward Pass Layers is: 0.4397904872894287
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Time To Forward Pass Layers is: 0.44680261611938477
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Time To Forward Pass Layers is: 0.42985081672668457
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Time To Forward Pass Layers is: 0.42885375022888184
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Time To Forward Pass Layers is: 0.4228687286376953
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Time To Forward Pass Layers is: 0.43483710289001465
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Time To Forward Pass Layers is: 0.43483710289001465
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Time To Forward Pass Layers is: 0.4358358383178711
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Time To Forward Pass Layers is: 0.4388246536254883
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Time To Forward Pass Layers is: 0.46575427055358887
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Time To Forward Pass Layers is: 0.4727365970611572
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Time To Forward Pass Layers is: 0.4806807041168213
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Time To Forward Pass Layers is: 0.48769474029541016
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Time To Forward Pass Layers is: 0.45977187156677246
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Time To Forward Pass Layers is: 0.4637608528137207
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Time To Forward Pass Layers is: 0.4328453540802002
t: 13%|█▎ | 1150/9184 [08:18<1:09:11, 1.94it/s, now=None]
Time To Forward Pass Layers is: 0.4308478832244873
t: 13%|█▎ | 1151/9184 [08:18<1:08:27, 1.96it/s, now=None]
Time To Forward Pass Layers is: 0.4348316192626953
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Time To Forward Pass Layers is: 0.44580626487731934
t: 13%|█▎ | 1153/9184 [08:20<1:08:44, 1.95it/s, now=None]
Time To Forward Pass Layers is: 0.45977020263671875
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Time To Forward Pass Layers is: 0.42186999320983887
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Time To Forward Pass Layers is: 0.43483781814575195
t: 13%|█▎ | 1156/9184 [08:21<1:08:14, 1.96it/s, now=None]
Time To Forward Pass Layers is: 0.4527895450592041
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Time To Forward Pass Layers is: 0.4936800003051758
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Time To Forward Pass Layers is: 0.47074174880981445
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Time To Forward Pass Layers is: 0.4557793140411377
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Time To Forward Pass Layers is: 0.46874547004699707
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Time To Forward Pass Layers is: 0.4557807445526123
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Time To Forward Pass Layers is: 0.44381284713745117
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Time To Forward Pass Layers is: 0.42984890937805176
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Time To Forward Pass Layers is: 0.43184518814086914
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Time To Forward Pass Layers is: 0.4527904987335205
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Time To Forward Pass Layers is: 0.44281625747680664
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Time To Forward Pass Layers is: 0.42985081672668457
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Time To Forward Pass Layers is: 0.4358351230621338
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Time To Forward Pass Layers is: 0.425861120223999
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Time To Forward Pass Layers is: 0.44082069396972656
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Time To Forward Pass Layers is: 0.43782973289489746
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Time To Forward Pass Layers is: 0.4617629051208496
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Time To Forward Pass Layers is: 0.44082093238830566
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Time To Forward Pass Layers is: 0.43483853340148926
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Time To Forward Pass Layers is: 0.45179176330566406
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Time To Forward Pass Layers is: 0.4527876377105713
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Time To Forward Pass Layers is: 0.4308457374572754
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Time To Forward Pass Layers is: 0.4288506507873535
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Time To Forward Pass Layers is: 0.4587712287902832
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Time To Forward Pass Layers is: 0.44078660011291504
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Time To Forward Pass Layers is: 0.4228689670562744
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Time To Forward Pass Layers is: 0.44879746437072754
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Time To Forward Pass Layers is: 0.43782973289489746
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Time To Forward Pass Layers is: 0.4478018283843994
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Time To Forward Pass Layers is: 0.44081878662109375
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Time To Forward Pass Layers is: 0.42885279655456543
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Time To Forward Pass Layers is: 0.46276116371154785
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Time To Forward Pass Layers is: 0.4687461853027344
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Time To Forward Pass Layers is: 0.45677828788757324
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Time To Forward Pass Layers is: 0.4817187786102295
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Time To Forward Pass Layers is: 0.4308481216430664
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Time To Forward Pass Layers is: 0.44381260871887207
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Time To Forward Pass Layers is: 0.4148905277252197
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Time To Forward Pass Layers is: 0.40488219261169434
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Time To Forward Pass Layers is: 0.4308478832244873
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Time To Forward Pass Layers is: 0.41388416290283203
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Time To Forward Pass Layers is: 0.4138922691345215
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Time To Forward Pass Layers is: 0.41086745262145996
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Time To Forward Pass Layers is: 0.41785526275634766
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Time To Forward Pass Layers is: 0.4138913154602051
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Time To Forward Pass Layers is: 0.41887903213500977
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Time To Forward Pass Layers is: 0.41289448738098145
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Time To Forward Pass Layers is: 0.42386579513549805
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Time To Forward Pass Layers is: 0.43184351921081543
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Time To Forward Pass Layers is: 0.4059152603149414
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Time To Forward Pass Layers is: 0.40691113471984863
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Time To Forward Pass Layers is: 0.42087435722351074
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Time To Forward Pass Layers is: 0.41588807106018066
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Time To Forward Pass Layers is: 0.4058816432952881
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Time To Forward Pass Layers is: 0.4059135913848877
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Time To Forward Pass Layers is: 0.41289377212524414
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Time To Forward Pass Layers is: 0.41389036178588867
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Time To Forward Pass Layers is: 0.4118988513946533
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Time To Forward Pass Layers is: 0.4178485870361328
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Time To Forward Pass Layers is: 0.41588711738586426
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Time To Forward Pass Layers is: 0.4029204845428467
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Time To Forward Pass Layers is: 0.4168839454650879
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Time To Forward Pass Layers is: 0.41089892387390137
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Time To Forward Pass Layers is: 0.40990400314331055
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Time To Forward Pass Layers is: 0.40990185737609863
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Time To Forward Pass Layers is: 0.4258601665496826
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Time To Forward Pass Layers is: 0.44082140922546387
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Time To Forward Pass Layers is: 0.43283987045288086
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Time To Forward Pass Layers is: 0.4168846607208252
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Time To Forward Pass Layers is: 0.450793981552124
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Time To Forward Pass Layers is: 0.4178495407104492
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Time To Forward Pass Layers is: 0.41489076614379883
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Time To Forward Pass Layers is: 0.41086721420288086
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Time To Forward Pass Layers is: 0.41588735580444336
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Time To Forward Pass Layers is: 0.41060829162597656
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Time To Forward Pass Layers is: 0.41089940071105957
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Time To Forward Pass Layers is: 0.41289567947387695
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Time To Forward Pass Layers is: 0.42685914039611816
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Time To Forward Pass Layers is: 0.40990424156188965
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Time To Forward Pass Layers is: 0.4059131145477295
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Time To Forward Pass Layers is: 0.41887855529785156
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Time To Forward Pass Layers is: 0.4288492202758789
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Time To Forward Pass Layers is: 0.4108731746673584
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Time To Forward Pass Layers is: 0.4089031219482422
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Time To Forward Pass Layers is: 0.43184590339660645
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Time To Forward Pass Layers is: 0.40392065048217773
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Time To Forward Pass Layers is: 0.41887950897216797
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Time To Forward Pass Layers is: 0.41089868545532227
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Time To Forward Pass Layers is: 0.4169192314147949
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Time To Forward Pass Layers is: 0.4178485870361328
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Time To Forward Pass Layers is: 0.40990376472473145
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Time To Forward Pass Layers is: 0.40990209579467773
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Time To Forward Pass Layers is: 0.40491676330566406
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Time To Forward Pass Layers is: 0.41588568687438965
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Time To Forward Pass Layers is: 0.41289448738098145
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Time To Forward Pass Layers is: 0.4039168357849121
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Time To Forward Pass Layers is: 0.41289353370666504
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Time To Forward Pass Layers is: 0.4159228801727295
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Time To Forward Pass Layers is: 0.4168848991394043
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Time To Forward Pass Layers is: 0.44082093238830566
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Time To Forward Pass Layers is: 0.435835599899292
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Time To Forward Pass Layers is: 0.43580031394958496
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Time To Forward Pass Layers is: 0.4218716621398926
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Time To Forward Pass Layers is: 0.44081997871398926
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Time To Forward Pass Layers is: 0.410860538482666
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Time To Forward Pass Layers is: 0.40691256523132324
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Time To Forward Pass Layers is: 0.4248642921447754
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Time To Forward Pass Layers is: 0.41887760162353516
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Time To Forward Pass Layers is: 0.41086602210998535
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Time To Forward Pass Layers is: 0.40691232681274414
t: 14%|█▍ | 1266/9184 [09:15<1:02:46, 2.10it/s, now=None]
Time To Forward Pass Layers is: 0.4198429584503174
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Time To Forward Pass Layers is: 0.41286230087280273
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Time To Forward Pass Layers is: 0.4069092273712158
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Time To Forward Pass Layers is: 0.42386412620544434
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Time To Forward Pass Layers is: 0.4118640422821045
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Time To Forward Pass Layers is: 0.4168863296508789
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Time To Forward Pass Layers is: 0.40790891647338867
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Time To Forward Pass Layers is: 0.41289520263671875
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Time To Forward Pass Layers is: 0.4248640537261963
t: 14%|█▍ | 1275/9184 [09:19<1:02:20, 2.11it/s, now=None]
Time To Forward Pass Layers is: 0.4059140682220459
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Time To Forward Pass Layers is: 0.4248642921447754
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Time To Forward Pass Layers is: 0.41385483741760254
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Time To Forward Pass Layers is: 0.43184423446655273
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Time To Forward Pass Layers is: 0.41987180709838867
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Time To Forward Pass Layers is: 0.39893341064453125
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Time To Forward Pass Layers is: 0.409869909286499
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Time To Forward Pass Layers is: 0.41588783264160156
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Time To Forward Pass Layers is: 0.4168858528137207
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Time To Forward Pass Layers is: 0.4148900508880615
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Time To Forward Pass Layers is: 0.4118976593017578
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Time To Forward Pass Layers is: 0.4238312244415283
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Time To Forward Pass Layers is: 0.4098696708679199
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Time To Forward Pass Layers is: 0.42383313179016113
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Time To Forward Pass Layers is: 0.45179128646850586
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Time To Forward Pass Layers is: 0.44082164764404297
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Time To Forward Pass Layers is: 0.4258599281311035
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Time To Forward Pass Layers is: 0.43284130096435547
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Time To Forward Pass Layers is: 0.42685365676879883
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Time To Forward Pass Layers is: 0.4248619079589844
t: 14%|█▍ | 1295/9184 [09:29<1:03:20, 2.08it/s, now=None]
Time To Forward Pass Layers is: 0.4008944034576416
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Time To Forward Pass Layers is: 0.4248623847961426
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Time To Forward Pass Layers is: 0.42386698722839355
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Time To Forward Pass Layers is: 0.42386341094970703
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Time To Forward Pass Layers is: 0.411898136138916
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Time To Forward Pass Layers is: 0.4218719005584717
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Time To Forward Pass Layers is: 0.4178504943847656
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Time To Forward Pass Layers is: 0.41887879371643066
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Time To Forward Pass Layers is: 0.4248638153076172
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Time To Forward Pass Layers is: 0.41489076614379883
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Time To Forward Pass Layers is: 0.4228355884552002
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Time To Forward Pass Layers is: 0.4138915538787842
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Time To Forward Pass Layers is: 0.43779563903808594
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Time To Forward Pass Layers is: 0.41887974739074707
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Time To Forward Pass Layers is: 0.4118990898132324
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Time To Forward Pass Layers is: 0.42885255813598633
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Time To Forward Pass Layers is: 0.42087650299072266
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Time To Forward Pass Layers is: 0.42087793350219727
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Time To Forward Pass Layers is: 0.4138936996459961
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Time To Forward Pass Layers is: 0.4109005928039551
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Time To Forward Pass Layers is: 0.4228692054748535
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Time To Forward Pass Layers is: 0.4218709468841553
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Time To Forward Pass Layers is: 0.41588783264160156
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Time To Forward Pass Layers is: 0.42087364196777344
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Time To Forward Pass Layers is: 0.4168853759765625
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Time To Forward Pass Layers is: 0.41788196563720703
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Time To Forward Pass Layers is: 0.43982410430908203
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Time To Forward Pass Layers is: 0.4418187141418457
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Time To Forward Pass Layers is: 0.4418189525604248
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Time To Forward Pass Layers is: 0.43184471130371094
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Time To Forward Pass Layers is: 0.4328432083129883
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Time To Forward Pass Layers is: 0.42885327339172363
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Time To Forward Pass Layers is: 0.4308481216430664
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Time To Forward Pass Layers is: 0.41385841369628906
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Time To Forward Pass Layers is: 0.4168846607208252
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Time To Forward Pass Layers is: 0.42087316513061523
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Time To Forward Pass Layers is: 0.4248654842376709
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Time To Forward Pass Layers is: 0.4228699207305908
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Time To Forward Pass Layers is: 0.4118988513946533
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Time To Forward Pass Layers is: 0.4148898124694824
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Time To Forward Pass Layers is: 0.4328432083129883
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Time To Forward Pass Layers is: 0.41788339614868164
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Time To Forward Pass Layers is: 0.42290735244750977
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Time To Forward Pass Layers is: 0.42087244987487793
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Time To Forward Pass Layers is: 0.4278557300567627
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Time To Forward Pass Layers is: 0.4168844223022461
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Time To Forward Pass Layers is: 0.4079093933105469
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Time To Forward Pass Layers is: 0.4168860912322998
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Time To Forward Pass Layers is: 0.4228696823120117
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Time To Forward Pass Layers is: 0.42087507247924805
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Time To Forward Pass Layers is: 0.41788339614868164
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Time To Forward Pass Layers is: 0.41390204429626465
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Time To Forward Pass Layers is: 0.41489148139953613
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Time To Forward Pass Layers is: 0.4328427314758301
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Time To Forward Pass Layers is: 0.4148905277252197
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Time To Forward Pass Layers is: 0.4138927459716797
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Time To Forward Pass Layers is: 0.4318428039550781
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Time To Forward Pass Layers is: 0.40990376472473145
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Time To Forward Pass Layers is: 0.41588807106018066
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Time To Forward Pass Layers is: 0.425861120223999
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Time To Forward Pass Layers is: 0.45976972579956055
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Time To Forward Pass Layers is: 0.44082188606262207
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Time To Forward Pass Layers is: 0.4368302822113037
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Time To Forward Pass Layers is: 0.43782901763916016
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Time To Forward Pass Layers is: 0.4278557300567627
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Time To Forward Pass Layers is: 0.42087435722351074
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Time To Forward Pass Layers is: 0.41289615631103516
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Time To Forward Pass Layers is: 0.41588830947875977
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Time To Forward Pass Layers is: 0.42386293411254883
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Time To Forward Pass Layers is: 0.4109013080596924
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Time To Forward Pass Layers is: 0.4108998775482178
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Time To Forward Pass Layers is: 0.4228677749633789
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Time To Forward Pass Layers is: 0.42386603355407715
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Time To Forward Pass Layers is: 0.4108998775482178
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Time To Forward Pass Layers is: 0.40990424156188965
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Time To Forward Pass Layers is: 0.4148850440979004
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Time To Forward Pass Layers is: 0.42984986305236816
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Time To Forward Pass Layers is: 0.41588783264160156
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Time To Forward Pass Layers is: 0.4218723773956299
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Time To Forward Pass Layers is: 0.41489076614379883
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Time To Forward Pass Layers is: 0.42386674880981445
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Time To Forward Pass Layers is: 0.41289615631103516
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Time To Forward Pass Layers is: 0.4138917922973633
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Time To Forward Pass Layers is: 0.41788291931152344
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Time To Forward Pass Layers is: 0.4148900508880615
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Time To Forward Pass Layers is: 0.43184542655944824
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Time To Forward Pass Layers is: 0.4198765754699707
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Time To Forward Pass Layers is: 0.42386698722839355
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Time To Forward Pass Layers is: 0.4258604049682617
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Time To Forward Pass Layers is: 0.41887974739074707
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Time To Forward Pass Layers is: 0.42087483406066895
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Time To Forward Pass Layers is: 0.41489124298095703
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Time To Forward Pass Layers is: 0.4268624782562256
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Time To Forward Pass Layers is: 0.44976329803466797
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Time To Forward Pass Layers is: 0.46475768089294434
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Time To Forward Pass Layers is: 0.46575450897216797
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Time To Forward Pass Layers is: 0.49567556381225586
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Time To Forward Pass Layers is: 0.4547851085662842
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Time To Forward Pass Layers is: 0.454784631729126
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Time To Forward Pass Layers is: 0.45378708839416504
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Time To Forward Pass Layers is: 0.4727356433868408
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Time To Forward Pass Layers is: 0.43483710289001465
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Time To Forward Pass Layers is: 0.4138936996459961
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Time To Forward Pass Layers is: 0.41588902473449707
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Time To Forward Pass Layers is: 0.42586231231689453
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Time To Forward Pass Layers is: 0.4308474063873291
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Time To Forward Pass Layers is: 0.4118983745574951
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Time To Forward Pass Layers is: 0.41289591789245605
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Time To Forward Pass Layers is: 0.4218719005584717
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Time To Forward Pass Layers is: 0.4138936996459961
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Time To Forward Pass Layers is: 0.42087340354919434
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Time To Forward Pass Layers is: 0.41788172721862793
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Time To Forward Pass Layers is: 0.41788268089294434
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Time To Forward Pass Layers is: 0.4198770523071289
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Time To Forward Pass Layers is: 0.40990471839904785
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Time To Forward Pass Layers is: 0.4168837070465088
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Time To Forward Pass Layers is: 0.425861120223999
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Time To Forward Pass Layers is: 0.40192484855651855
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Time To Forward Pass Layers is: 0.41588616371154785
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Time To Forward Pass Layers is: 0.41489100456237793
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Time To Forward Pass Layers is: 0.42386555671691895
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Time To Forward Pass Layers is: 0.41788148880004883
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Time To Forward Pass Layers is: 0.4218721389770508
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Time To Forward Pass Layers is: 0.40691137313842773
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Time To Forward Pass Layers is: 0.42386698722839355
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Time To Forward Pass Layers is: 0.4448115825653076
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Time To Forward Pass Layers is: 0.44580936431884766
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Time To Forward Pass Layers is: 0.4527902603149414
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Time To Forward Pass Layers is: 0.43782949447631836
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Time To Forward Pass Layers is: 0.457775354385376
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Time To Forward Pass Layers is: 0.4168856143951416
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Time To Forward Pass Layers is: 0.4198768138885498
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Time To Forward Pass Layers is: 0.4228701591491699
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Time To Forward Pass Layers is: 0.419877290725708
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Time To Forward Pass Layers is: 0.42386746406555176
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Time To Forward Pass Layers is: 0.4278547763824463
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Time To Forward Pass Layers is: 0.429851770401001
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Time To Forward Pass Layers is: 0.4228701591491699
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Time To Forward Pass Layers is: 0.41489076614379883
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Time To Forward Pass Layers is: 0.42685890197753906
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Time To Forward Pass Layers is: 0.4278552532196045
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Time To Forward Pass Layers is: 0.424863338470459
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Time To Forward Pass Layers is: 0.4138932228088379
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Time To Forward Pass Layers is: 0.42386579513549805
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Time To Forward Pass Layers is: 0.42685794830322266
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Time To Forward Pass Layers is: 0.42187023162841797
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Time To Forward Pass Layers is: 0.4338405132293701
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Time To Forward Pass Layers is: 0.42885327339172363
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Time To Forward Pass Layers is: 0.40990424156188965
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Time To Forward Pass Layers is: 0.44880008697509766
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Time To Forward Pass Layers is: 0.42685890197753906
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Time To Forward Pass Layers is: 0.41588735580444336
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Time To Forward Pass Layers is: 0.41887784004211426
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Time To Forward Pass Layers is: 0.4328422546386719
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Time To Forward Pass Layers is: 0.4168839454650879
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Time To Forward Pass Layers is: 0.41887974739074707
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Time To Forward Pass Layers is: 0.42386627197265625
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Time To Forward Pass Layers is: 0.4368321895599365
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Time To Forward Pass Layers is: 0.46276402473449707
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Time To Forward Pass Layers is: 0.45477938652038574
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Time To Forward Pass Layers is: 0.4418168067932129
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Time To Forward Pass Layers is: 0.45378589630126953
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Time To Forward Pass Layers is: 0.446805477142334
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Time To Forward Pass Layers is: 0.4228689670562744
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Time To Forward Pass Layers is: 0.4168856143951416
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Time To Forward Pass Layers is: 0.4308478832244873
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Time To Forward Pass Layers is: 0.41489076614379883
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Time To Forward Pass Layers is: 0.42386651039123535
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Time To Forward Pass Layers is: 0.42386674880981445
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Time To Forward Pass Layers is: 0.41588664054870605
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Time To Forward Pass Layers is: 0.42685842514038086
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Time To Forward Pass Layers is: 0.41788196563720703
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Time To Forward Pass Layers is: 0.42885327339172363
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Time To Forward Pass Layers is: 0.41588783264160156
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Time To Forward Pass Layers is: 0.42087340354919434
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Time To Forward Pass Layers is: 0.4188802242279053
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Time To Forward Pass Layers is: 0.4358336925506592
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Time To Forward Pass Layers is: 0.42386674880981445
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Time To Forward Pass Layers is: 0.4258613586425781
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Time To Forward Pass Layers is: 0.41789984703063965
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Time To Forward Pass Layers is: 0.43483614921569824
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Time To Forward Pass Layers is: 0.42087483406066895
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Time To Forward Pass Layers is: 0.41489100456237793
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Time To Forward Pass Layers is: 0.42685890197753906
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Time To Forward Pass Layers is: 0.4328420162200928
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Time To Forward Pass Layers is: 0.4218719005584717
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Time To Forward Pass Layers is: 0.4138939380645752
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Time To Forward Pass Layers is: 0.4258599281311035
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Time To Forward Pass Layers is: 0.4278562068939209
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Time To Forward Pass Layers is: 0.42089104652404785
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Time To Forward Pass Layers is: 0.4168851375579834
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Time To Forward Pass Layers is: 0.4866976737976074
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Time To Forward Pass Layers is: 0.48968982696533203
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Time To Forward Pass Layers is: 0.46575403213500977
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Time To Forward Pass Layers is: 0.4448111057281494
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Time To Forward Pass Layers is: 0.4388267993927002
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Time To Forward Pass Layers is: 0.4468042850494385
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Time To Forward Pass Layers is: 0.4278547763824463
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Time To Forward Pass Layers is: 0.42885303497314453
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Time To Forward Pass Layers is: 0.41887855529785156
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Time To Forward Pass Layers is: 0.44580793380737305
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Time To Forward Pass Layers is: 0.4278564453125
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Time To Forward Pass Layers is: 0.42187070846557617
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Time To Forward Pass Layers is: 0.4228694438934326
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Time To Forward Pass Layers is: 0.4308488368988037
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Time To Forward Pass Layers is: 0.42985057830810547
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Time To Forward Pass Layers is: 0.42087364196777344
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Time To Forward Pass Layers is: 0.42186951637268066
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Time To Forward Pass Layers is: 0.44082188606262207
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Time To Forward Pass Layers is: 0.42685818672180176
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Time To Forward Pass Layers is: 0.42885351181030273
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Time To Forward Pass Layers is: 0.4308481216430664
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Time To Forward Pass Layers is: 0.4308481216430664
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Time To Forward Pass Layers is: 0.43483757972717285
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Time To Forward Pass Layers is: 0.4248647689819336
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Time To Forward Pass Layers is: 0.42885470390319824
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Time To Forward Pass Layers is: 0.4348435401916504
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Time To Forward Pass Layers is: 0.42386651039123535
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Time To Forward Pass Layers is: 0.4228668212890625
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Time To Forward Pass Layers is: 0.42685770988464355
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Time To Forward Pass Layers is: 0.42985033988952637
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Time To Forward Pass Layers is: 0.4218723773956299
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Time To Forward Pass Layers is: 0.42685580253601074
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Time To Forward Pass Layers is: 0.4468052387237549
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Time To Forward Pass Layers is: 0.4577760696411133
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Time To Forward Pass Layers is: 0.4577758312225342
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Time To Forward Pass Layers is: 0.44281601905822754
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Time To Forward Pass Layers is: 0.43982458114624023
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Time To Forward Pass Layers is: 0.432842493057251
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Time To Forward Pass Layers is: 0.4308483600616455
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Time To Forward Pass Layers is: 0.4228699207305908
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Time To Forward Pass Layers is: 0.42885327339172363
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Time To Forward Pass Layers is: 0.42685937881469727
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Time To Forward Pass Layers is: 0.41887521743774414
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Time To Forward Pass Layers is: 0.4258613586425781
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Time To Forward Pass Layers is: 0.42885398864746094
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Time To Forward Pass Layers is: 0.4308488368988037
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Time To Forward Pass Layers is: 0.41887950897216797
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Time To Forward Pass Layers is: 0.4338395595550537
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Time To Forward Pass Layers is: 0.42885398864746094
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Time To Forward Pass Layers is: 0.41887950897216797
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Time To Forward Pass Layers is: 0.4308481216430664
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Time To Forward Pass Layers is: 0.4607682228088379
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Time To Forward Pass Layers is: 0.4886958599090576
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Time To Forward Pass Layers is: 0.45478367805480957
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Time To Forward Pass Layers is: 0.42685914039611816
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Time To Forward Pass Layers is: 0.42985033988952637
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Time To Forward Pass Layers is: 0.4298362731933594
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Time To Forward Pass Layers is: 0.4218728542327881
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Time To Forward Pass Layers is: 0.42885494232177734
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Time To Forward Pass Layers is: 0.4198765754699707
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Time To Forward Pass Layers is: 0.4218716621398926
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Time To Forward Pass Layers is: 0.41489100456237793
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Time To Forward Pass Layers is: 0.42985105514526367
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Time To Forward Pass Layers is: 0.42386651039123535
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Time To Forward Pass Layers is: 0.4338405132293701
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Time To Forward Pass Layers is: 0.44880008697509766
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Time To Forward Pass Layers is: 0.4328427314758301
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Time To Forward Pass Layers is: 0.4308464527130127
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Time To Forward Pass Layers is: 0.4547848701477051
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Time To Forward Pass Layers is: 0.42386484146118164
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Time To Forward Pass Layers is: 0.4218728542327881
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Time To Forward Pass Layers is: 0.4278562068939209
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Time To Forward Pass Layers is: 0.41588759422302246
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Time To Forward Pass Layers is: 0.42482781410217285
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Time To Forward Pass Layers is: 0.4142742156982422
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Time To Forward Pass Layers is: 0.4328427314758301
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Time To Forward Pass Layers is: 0.4258606433868408
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Time To Forward Pass Layers is: 0.42386698722839355
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Time To Forward Pass Layers is: 0.4198770523071289
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Time To Forward Pass Layers is: 0.43483734130859375
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Time To Forward Pass Layers is: 0.42885398864746094
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Time To Forward Pass Layers is: 0.4108750820159912
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Time To Forward Pass Layers is: 0.4228701591491699
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Time To Forward Pass Layers is: 0.42984914779663086
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Time To Forward Pass Layers is: 0.4308457374572754
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Time To Forward Pass Layers is: 0.41788244247436523
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Time To Forward Pass Layers is: 0.426830530166626
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Time To Forward Pass Layers is: 0.43483853340148926
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Time To Forward Pass Layers is: 0.4278538227081299
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Time To Forward Pass Layers is: 0.43878889083862305
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Time To Forward Pass Layers is: 0.4278531074523926
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Time To Forward Pass Layers is: 0.4228687286376953
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Time To Forward Pass Layers is: 0.43184638023376465
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Time To Forward Pass Layers is: 0.419877290725708
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Time To Forward Pass Layers is: 0.43184638023376465
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Time To Forward Pass Layers is: 0.44082117080688477
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Time To Forward Pass Layers is: 0.44182705879211426
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Time To Forward Pass Layers is: 0.4547848701477051
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Time To Forward Pass Layers is: 0.4607682228088379
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Time To Forward Pass Layers is: 0.46276283264160156
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Time To Forward Pass Layers is: 0.4477660655975342
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Time To Forward Pass Layers is: 0.4637596607208252
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Time To Forward Pass Layers is: 0.41887855529785156
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Time To Forward Pass Layers is: 0.4308485984802246
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Time To Forward Pass Layers is: 0.42885327339172363
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Time To Forward Pass Layers is: 0.43184566497802734
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Time To Forward Pass Layers is: 0.42985105514526367
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Time To Forward Pass Layers is: 0.43483781814575195
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Time To Forward Pass Layers is: 0.4258596897125244
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Time To Forward Pass Layers is: 0.42383551597595215
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Time To Forward Pass Layers is: 0.43782973289489746
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Time To Forward Pass Layers is: 0.43183207511901855
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Time To Forward Pass Layers is: 0.43483757972717285
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Time To Forward Pass Layers is: 0.4258594512939453
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Time To Forward Pass Layers is: 0.42682480812072754
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Time To Forward Pass Layers is: 0.43879246711730957
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Time To Forward Pass Layers is: 0.42885279655456543
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Time To Forward Pass Layers is: 0.4258615970611572
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Time To Forward Pass Layers is: 0.4288501739501953
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Time To Forward Pass Layers is: 0.4358336925506592
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Time To Forward Pass Layers is: 0.4248640537261963
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Time To Forward Pass Layers is: 0.43184518814086914
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Time To Forward Pass Layers is: 0.4368288516998291
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Time To Forward Pass Layers is: 0.4338352680206299
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Time To Forward Pass Layers is: 0.42885327339172363
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Time To Forward Pass Layers is: 0.42885327339172363
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Time To Forward Pass Layers is: 0.4228689670562744
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Time To Forward Pass Layers is: 0.42685914039611816
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Time To Forward Pass Layers is: 0.4228694438934326
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Time To Forward Pass Layers is: 0.4587726593017578
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Time To Forward Pass Layers is: 0.44580554962158203
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Time To Forward Pass Layers is: 0.45378732681274414
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Time To Forward Pass Layers is: 0.4457736015319824
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Time To Forward Pass Layers is: 0.46475768089294434
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Time To Forward Pass Layers is: 0.42087459564208984
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Time To Forward Pass Layers is: 0.4398231506347656
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Time To Forward Pass Layers is: 0.4328429698944092
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Time To Forward Pass Layers is: 0.4388260841369629
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Time To Forward Pass Layers is: 0.4308464527130127
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Time To Forward Pass Layers is: 0.43184328079223633
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Time To Forward Pass Layers is: 0.4278542995452881
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Time To Forward Pass Layers is: 0.42183852195739746
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Time To Forward Pass Layers is: 0.4308481216430664
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Time To Forward Pass Layers is: 0.4308457374572754
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Time To Forward Pass Layers is: 0.42885446548461914
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Time To Forward Pass Layers is: 0.4178507328033447
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Time To Forward Pass Layers is: 0.4468057155609131
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Time To Forward Pass Layers is: 0.4607689380645752
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Time To Forward Pass Layers is: 0.44377851486206055
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Time To Forward Pass Layers is: 0.46176624298095703
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Time To Forward Pass Layers is: 0.458770751953125
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Time To Forward Pass Layers is: 0.4507942199707031
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Time To Forward Pass Layers is: 0.4457731246948242
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Time To Forward Pass Layers is: 0.4667520523071289
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Time To Forward Pass Layers is: 0.47074198722839355
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Time To Forward Pass Layers is: 0.4308137893676758
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Time To Forward Pass Layers is: 0.4228696823120117
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Time To Forward Pass Layers is: 0.424863338470459
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Time To Forward Pass Layers is: 0.4198429584503174
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Time To Forward Pass Layers is: 0.43583202362060547
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Time To Forward Pass Layers is: 0.4248623847961426
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Time To Forward Pass Layers is: 0.46076464653015137
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Time To Forward Pass Layers is: 0.45677661895751953
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Time To Forward Pass Layers is: 0.4457716941833496
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Time To Forward Pass Layers is: 0.4408226013183594
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Time To Forward Pass Layers is: 0.457775354385376
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Time To Forward Pass Layers is: 0.42985057830810547
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Time To Forward Pass Layers is: 0.4368324279785156
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Time To Forward Pass Layers is: 0.4198760986328125
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Time To Forward Pass Layers is: 0.4338395595550537
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Time To Forward Pass Layers is: 0.4308459758758545
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Time To Forward Pass Layers is: 0.42685914039611816
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Time To Forward Pass Layers is: 0.4338374137878418
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Time To Forward Pass Layers is: 0.42685866355895996
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Time To Forward Pass Layers is: 0.4308490753173828
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Time To Forward Pass Layers is: 0.4288506507873535
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Time To Forward Pass Layers is: 0.40990352630615234
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Time To Forward Pass Layers is: 0.43181800842285156
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Time To Forward Pass Layers is: 0.4448113441467285
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Time To Forward Pass Layers is: 0.4278547763824463
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Time To Forward Pass Layers is: 0.4328432083129883
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Time To Forward Pass Layers is: 0.4258244037628174
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Time To Forward Pass Layers is: 0.4328420162200928
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Time To Forward Pass Layers is: 0.4367971420288086
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Time To Forward Pass Layers is: 0.43081212043762207
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Time To Forward Pass Layers is: 0.422835111618042
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Time To Forward Pass Layers is: 0.4338390827178955
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Time To Forward Pass Layers is: 0.4218719005584717
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Time To Forward Pass Layers is: 0.42386364936828613
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Time To Forward Pass Layers is: 0.4158942699432373
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Time To Forward Pass Layers is: 0.435835599899292
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Time To Forward Pass Layers is: 0.41887927055358887
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Time To Forward Pass Layers is: 0.43782877922058105
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Time To Forward Pass Layers is: 0.4368312358856201
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Time To Forward Pass Layers is: 0.4557814598083496
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Time To Forward Pass Layers is: 0.45478153228759766
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Time To Forward Pass Layers is: 0.43184542655944824
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Time To Forward Pass Layers is: 0.44879984855651855
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Time To Forward Pass Layers is: 0.4478006362915039
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Time To Forward Pass Layers is: 0.4278554916381836
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Time To Forward Pass Layers is: 0.42386651039123535
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Time To Forward Pass Layers is: 0.42585253715515137
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Time To Forward Pass Layers is: 0.4427807331085205
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Time To Forward Pass Layers is: 0.42685866355895996
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Time To Forward Pass Layers is: 0.4388267993927002
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Time To Forward Pass Layers is: 0.4258615970611572
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Time To Forward Pass Layers is: 0.4258384704589844
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Time To Forward Pass Layers is: 0.42483043670654297
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Time To Forward Pass Layers is: 0.4198770523071289
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Time To Forward Pass Layers is: 0.42386722564697266
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Time To Forward Pass Layers is: 0.44281625747680664
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Time To Forward Pass Layers is: 0.43284130096435547
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Time To Forward Pass Layers is: 0.43483519554138184
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Time To Forward Pass Layers is: 0.4388267993927002
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Time To Forward Pass Layers is: 0.4726979732513428
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Time To Forward Pass Layers is: 0.4587390422821045
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Time To Forward Pass Layers is: 0.46775102615356445
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Time To Forward Pass Layers is: 0.4527928829193115
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Time To Forward Pass Layers is: 0.46575427055358887
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Time To Forward Pass Layers is: 0.4846644401550293
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Time To Forward Pass Layers is: 0.4807162284851074
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Time To Forward Pass Layers is: 0.4557836055755615
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Time To Forward Pass Layers is: 0.4537832736968994
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Time To Forward Pass Layers is: 0.4667525291442871
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Time To Forward Pass Layers is: 0.47572779655456543
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Time To Forward Pass Layers is: 0.4886932373046875
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Time To Forward Pass Layers is: 0.4856996536254883
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Time To Forward Pass Layers is: 0.47572827339172363
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Time To Forward Pass Layers is: 0.5036518573760986
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Time To Forward Pass Layers is: 0.47968268394470215
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Time To Forward Pass Layers is: 0.4497973918914795
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Time To Forward Pass Layers is: 0.46272826194763184
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Time To Forward Pass Layers is: 0.47273755073547363
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Time To Forward Pass Layers is: 0.46774840354919434
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Time To Forward Pass Layers is: 0.45179200172424316
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Time To Forward Pass Layers is: 0.49268245697021484
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Time To Forward Pass Layers is: 0.5126380920410156
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Time To Forward Pass Layers is: 0.4667530059814453
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Time To Forward Pass Layers is: 0.46774888038635254
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Time To Forward Pass Layers is: 0.4607710838317871
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Time To Forward Pass Layers is: 0.4497976303100586
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Time To Forward Pass Layers is: 0.4727332592010498
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Time To Forward Pass Layers is: 0.45774173736572266
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Time To Forward Pass Layers is: 0.45774030685424805
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Time To Forward Pass Layers is: 0.46475744247436523
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Time To Forward Pass Layers is: 0.43483781814575195
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Time To Forward Pass Layers is: 0.4717400074005127
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Time To Forward Pass Layers is: 0.4308485984802246
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Time To Forward Pass Layers is: 0.4478018283843994
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Time To Forward Pass Layers is: 0.42885422706604004
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Time To Forward Pass Layers is: 0.42482638359069824
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Time To Forward Pass Layers is: 0.4308147430419922
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Time To Forward Pass Layers is: 0.4497947692871094
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Time To Forward Pass Layers is: 0.4308474063873291
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Time To Forward Pass Layers is: 0.4258248805999756
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Time To Forward Pass Layers is: 0.45079517364501953
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Time To Forward Pass Layers is: 0.4637601375579834
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Time To Forward Pass Layers is: 0.44976234436035156
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Time To Forward Pass Layers is: 0.4478003978729248
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Time To Forward Pass Layers is: 0.45677733421325684
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Time To Forward Pass Layers is: 0.4428219795227051
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Time To Forward Pass Layers is: 0.4338390827178955
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Time To Forward Pass Layers is: 0.4358341693878174
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Time To Forward Pass Layers is: 0.4228694438934326
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Time To Forward Pass Layers is: 0.44281649589538574
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Time To Forward Pass Layers is: 0.43282103538513184
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Time To Forward Pass Layers is: 0.4298515319824219
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Time To Forward Pass Layers is: 0.4278223514556885
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Time To Forward Pass Layers is: 0.43184566497802734
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Time To Forward Pass Layers is: 0.4248616695404053
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Time To Forward Pass Layers is: 0.42386674880981445
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Time To Forward Pass Layers is: 0.41788172721862793
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Time To Forward Pass Layers is: 0.446805477142334
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Time To Forward Pass Layers is: 0.43382978439331055
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Time To Forward Pass Layers is: 0.4328420162200928
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Time To Forward Pass Layers is: 0.4308464527130127
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Time To Forward Pass Layers is: 0.42685890197753906
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Time To Forward Pass Layers is: 0.4288175106048584
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Time To Forward Pass Layers is: 0.4308485984802246
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Time To Forward Pass Layers is: 0.43284058570861816
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Time To Forward Pass Layers is: 0.43184494972229004
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Time To Forward Pass Layers is: 0.43184494972229004
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Time To Forward Pass Layers is: 0.42981386184692383
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Time To Forward Pass Layers is: 0.4348006248474121
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Time To Forward Pass Layers is: 0.4288504123687744
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Time To Forward Pass Layers is: 0.4428138732910156
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Time To Forward Pass Layers is: 0.4288513660430908
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Time To Forward Pass Layers is: 0.452789306640625
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Time To Forward Pass Layers is: 0.4617655277252197
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Time To Forward Pass Layers is: 0.4418191909790039
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Time To Forward Pass Layers is: 0.4507920742034912
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Time To Forward Pass Layers is: 0.4617624282836914
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Time To Forward Pass Layers is: 0.43184518814086914
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Time To Forward Pass Layers is: 0.42685890197753906
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Time To Forward Pass Layers is: 0.427844762802124
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Time To Forward Pass Layers is: 0.4338412284851074
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Time To Forward Pass Layers is: 0.4468038082122803
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Time To Forward Pass Layers is: 0.4398214817047119
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Time To Forward Pass Layers is: 0.42087483406066895
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Time To Forward Pass Layers is: 0.4278564453125
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Time To Forward Pass Layers is: 0.43483471870422363
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Time To Forward Pass Layers is: 0.42383337020874023
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Time To Forward Pass Layers is: 0.428851842880249
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Time To Forward Pass Layers is: 0.42984986305236816
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Time To Forward Pass Layers is: 0.43284106254577637
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Time To Forward Pass Layers is: 0.43184566497802734
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Time To Forward Pass Layers is: 0.4188802242279053
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Time To Forward Pass Layers is: 0.444777250289917
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Time To Forward Pass Layers is: 0.43184494972229004
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Time To Forward Pass Layers is: 0.44081807136535645
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Time To Forward Pass Layers is: 0.43782877922058105
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Time To Forward Pass Layers is: 0.42885351181030273
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Time To Forward Pass Layers is: 0.4338407516479492
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Time To Forward Pass Layers is: 0.43184447288513184
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Time To Forward Pass Layers is: 0.42881107330322266
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Time To Forward Pass Layers is: 0.42386627197265625
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Time To Forward Pass Layers is: 0.42087435722351074
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Time To Forward Pass Layers is: 0.4398221969604492
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Time To Forward Pass Layers is: 0.4238290786743164
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Time To Forward Pass Layers is: 0.45474839210510254
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Time To Forward Pass Layers is: 0.4707069396972656
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Time To Forward Pass Layers is: 0.4727351665496826
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Time To Forward Pass Layers is: 0.44481563568115234
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Time To Forward Pass Layers is: 0.45179200172424316
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Time To Forward Pass Layers is: 0.43782830238342285
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Time To Forward Pass Layers is: 0.43782925605773926
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Time To Forward Pass Layers is: 0.42885351181030273
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Time To Forward Pass Layers is: 0.4318075180053711
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Time To Forward Pass Layers is: 0.438793420791626
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Time To Forward Pass Layers is: 0.4428126811981201
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Time To Forward Pass Layers is: 0.43583035469055176
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Time To Forward Pass Layers is: 0.4368293285369873
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Time To Forward Pass Layers is: 0.4218719005584717
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Time To Forward Pass Layers is: 0.4448106288909912
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Time To Forward Pass Layers is: 0.43483567237854004
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Time To Forward Pass Layers is: 0.4228682518005371
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Time To Forward Pass Layers is: 0.435833215713501
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Time To Forward Pass Layers is: 0.4368312358856201
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Time To Forward Pass Layers is: 0.42685747146606445
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Time To Forward Pass Layers is: 0.4418165683746338
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Time To Forward Pass Layers is: 0.4278554916381836
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Time To Forward Pass Layers is: 0.42885422706604004
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Time To Forward Pass Layers is: 0.42686009407043457
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Time To Forward Pass Layers is: 0.4328427314758301
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Time To Forward Pass Layers is: 0.4368314743041992
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Time To Forward Pass Layers is: 0.42885279655456543
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Time To Forward Pass Layers is: 0.42284345626831055
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Time To Forward Pass Layers is: 0.43184351921081543
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Time To Forward Pass Layers is: 0.4358351230621338
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Time To Forward Pass Layers is: 0.4368317127227783
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Time To Forward Pass Layers is: 0.4288508892059326
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Time To Forward Pass Layers is: 0.44580864906311035
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Time To Forward Pass Layers is: 0.46774983406066895
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Time To Forward Pass Layers is: 0.4497973918914795
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Time To Forward Pass Layers is: 0.4527871608734131
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Time To Forward Pass Layers is: 0.47373247146606445
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Time To Forward Pass Layers is: 0.44082117080688477
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Time To Forward Pass Layers is: 0.43782734870910645
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Time To Forward Pass Layers is: 0.4248626232147217
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Time To Forward Pass Layers is: 0.4358377456665039
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Time To Forward Pass Layers is: 0.432842493057251
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Time To Forward Pass Layers is: 0.43483781814575195
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Time To Forward Pass Layers is: 0.42482852935791016
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Time To Forward Pass Layers is: 0.43583250045776367
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Time To Forward Pass Layers is: 0.4288523197174072
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Time To Forward Pass Layers is: 0.4417839050292969
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Time To Forward Pass Layers is: 0.4367940425872803
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Time To Forward Pass Layers is: 0.4308145046234131
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Time To Forward Pass Layers is: 0.435835599899292
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Time To Forward Pass Layers is: 0.4358344078063965
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Time To Forward Pass Layers is: 0.4288182258605957
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Time To Forward Pass Layers is: 0.4258594512939453
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Time To Forward Pass Layers is: 0.441819429397583
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Time To Forward Pass Layers is: 0.43284058570861816
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Time To Forward Pass Layers is: 0.431842565536499
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Time To Forward Pass Layers is: 0.4228701591491699
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Time To Forward Pass Layers is: 0.4338371753692627
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Time To Forward Pass Layers is: 0.4308488368988037
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Time To Forward Pass Layers is: 0.43184566497802734
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Time To Forward Pass Layers is: 0.44879746437072754
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Time To Forward Pass Layers is: 0.43782997131347656
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Time To Forward Pass Layers is: 0.42984938621520996
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Time To Forward Pass Layers is: 0.4328434467315674
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Time To Forward Pass Layers is: 0.4468047618865967
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Time To Forward Pass Layers is: 0.45977091789245605
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Time To Forward Pass Layers is: 0.5165832042694092
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Time To Forward Pass Layers is: 0.4817085266113281
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Time To Forward Pass Layers is: 0.5206055641174316
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Time To Forward Pass Layers is: 0.46073055267333984
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Time To Forward Pass Layers is: 0.4657161235809326
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Time To Forward Pass Layers is: 0.4557797908782959
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Time To Forward Pass Layers is: 0.4777233600616455
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Time To Forward Pass Layers is: 0.4647216796875
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Time To Forward Pass Layers is: 0.4517502784729004
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Time To Forward Pass Layers is: 0.4278547763824463
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Time To Forward Pass Layers is: 0.43782949447631836
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Time To Forward Pass Layers is: 0.4398219585418701
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Time To Forward Pass Layers is: 0.4388277530670166
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Time To Forward Pass Layers is: 0.4338376522064209
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Time To Forward Pass Layers is: 0.4397902488708496
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Time To Forward Pass Layers is: 0.434800386428833
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Time To Forward Pass Layers is: 0.4367985725402832
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Time To Forward Pass Layers is: 0.4308443069458008
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Time To Forward Pass Layers is: 0.4308469295501709
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Time To Forward Pass Layers is: 0.4368317127227783
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Time To Forward Pass Layers is: 0.43483638763427734
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Time To Forward Pass Layers is: 0.4308133125305176
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Time To Forward Pass Layers is: 0.4427790641784668
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Time To Forward Pass Layers is: 0.43683600425720215
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Time To Forward Pass Layers is: 0.44580507278442383
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Time To Forward Pass Layers is: 0.42885327339172363
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Time To Forward Pass Layers is: 0.4368326663970947
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Time To Forward Pass Layers is: 0.4368312358856201
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Time To Forward Pass Layers is: 0.4358346462249756
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Time To Forward Pass Layers is: 0.44182848930358887
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Time To Forward Pass Layers is: 0.4807145595550537
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Time To Forward Pass Layers is: 0.45179152488708496
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Time To Forward Pass Layers is: 0.4587733745574951
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Time To Forward Pass Layers is: 0.4497983455657959
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Time To Forward Pass Layers is: 0.4537851810455322
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Time To Forward Pass Layers is: 0.42985057830810547
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Time To Forward Pass Layers is: 0.42685842514038086
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Time To Forward Pass Layers is: 0.43583226203918457
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Time To Forward Pass Layers is: 0.4258601665496826
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Time To Forward Pass Layers is: 0.4338374137878418
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Time To Forward Pass Layers is: 0.4218719005584717
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Time To Forward Pass Layers is: 0.42685842514038086
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Time To Forward Pass Layers is: 0.42586231231689453
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Time To Forward Pass Layers is: 0.43184542655944824
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Time To Forward Pass Layers is: 0.4328441619873047
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Time To Forward Pass Layers is: 0.4428141117095947
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Time To Forward Pass Layers is: 0.43483591079711914
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Time To Forward Pass Layers is: 0.4358351230621338
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Time To Forward Pass Layers is: 0.4338400363922119
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Time To Forward Pass Layers is: 0.4368312358856201
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Time To Forward Pass Layers is: 0.4288198947906494
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Time To Forward Pass Layers is: 0.43284058570861816
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Time To Forward Pass Layers is: 0.43483805656433105
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Time To Forward Pass Layers is: 0.42984914779663086
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Time To Forward Pass Layers is: 0.43583202362060547
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Time To Forward Pass Layers is: 0.44281482696533203
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Time To Forward Pass Layers is: 0.4308485984802246
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Time To Forward Pass Layers is: 0.43683290481567383
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Time To Forward Pass Layers is: 0.4368302822113037
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Time To Forward Pass Layers is: 0.4308140277862549
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Time To Forward Pass Layers is: 0.4228672981262207
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Time To Forward Pass Layers is: 0.4328432083129883
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Time To Forward Pass Layers is: 0.4807150363922119
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Time To Forward Pass Layers is: 0.47871971130371094
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Time To Forward Pass Layers is: 0.47669124603271484
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Time To Forward Pass Layers is: 0.4527904987335205
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Time To Forward Pass Layers is: 0.4587743282318115
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Time To Forward Pass Layers is: 0.433837890625
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Time To Forward Pass Layers is: 0.4278225898742676
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Time To Forward Pass Layers is: 0.42483043670654297
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Time To Forward Pass Layers is: 0.45378589630126953
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Time To Forward Pass Layers is: 0.43284058570861816
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Time To Forward Pass Layers is: 0.43184614181518555
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Time To Forward Pass Layers is: 0.4278545379638672
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Time To Forward Pass Layers is: 0.4428138732910156
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Time To Forward Pass Layers is: 0.43782925605773926
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Time To Forward Pass Layers is: 0.4338400363922119
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Time To Forward Pass Layers is: 0.44281435012817383
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Time To Forward Pass Layers is: 0.4428133964538574
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Time To Forward Pass Layers is: 0.44072413444519043
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Time To Forward Pass Layers is: 0.438826322555542
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Time To Forward Pass Layers is: 0.4338064193725586
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Time To Forward Pass Layers is: 0.4497959613800049
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Time To Forward Pass Layers is: 0.432842493057251
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Time To Forward Pass Layers is: 0.4398229122161865
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Time To Forward Pass Layers is: 0.4278545379638672
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Time To Forward Pass Layers is: 0.43982434272766113
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Time To Forward Pass Layers is: 0.4368295669555664
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Time To Forward Pass Layers is: 0.43483734130859375
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Time To Forward Pass Layers is: 0.4278559684753418
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Time To Forward Pass Layers is: 0.4388270378112793
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Time To Forward Pass Layers is: 0.4388265609741211
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Time To Forward Pass Layers is: 0.43982410430908203
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Time To Forward Pass Layers is: 0.452789306640625
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Time To Forward Pass Layers is: 0.4996652603149414
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Time To Forward Pass Layers is: 0.46575331687927246
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Time To Forward Pass Layers is: 0.44879865646362305
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Time To Forward Pass Layers is: 0.4607667922973633
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Time To Forward Pass Layers is: 0.4587714672088623
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Time To Forward Pass Layers is: 0.44281625747680664
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Time To Forward Pass Layers is: 0.4478027820587158
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Time To Forward Pass Layers is: 0.425861120223999
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Time To Forward Pass Layers is: 0.4468052387237549
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Time To Forward Pass Layers is: 0.4358339309692383
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Time To Forward Pass Layers is: 0.44879984855651855
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Time To Forward Pass Layers is: 0.4557816982269287
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Time To Forward Pass Layers is: 0.43783044815063477
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Time To Forward Pass Layers is: 0.42984914779663086
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Time To Forward Pass Layers is: 0.43184518814086914
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Time To Forward Pass Layers is: 0.4478034973144531
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Time To Forward Pass Layers is: 0.432842493057251
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Time To Forward Pass Layers is: 0.4338407516479492
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Time To Forward Pass Layers is: 0.43782877922058105
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Time To Forward Pass Layers is: 0.4468052387237549
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Time To Forward Pass Layers is: 0.4368317127227783
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Time To Forward Pass Layers is: 0.4278557300567627
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Time To Forward Pass Layers is: 0.436830997467041
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Time To Forward Pass Layers is: 0.43782973289489746
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Time To Forward Pass Layers is: 0.44879937171936035
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Time To Forward Pass Layers is: 0.44676852226257324
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Time To Forward Pass Layers is: 0.43779563903808594
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Time To Forward Pass Layers is: 0.44879961013793945
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Time To Forward Pass Layers is: 0.4368326663970947
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Time To Forward Pass Layers is: 0.4448106288909912
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Time To Forward Pass Layers is: 0.45079636573791504
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Time To Forward Pass Layers is: 0.46575355529785156
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Time To Forward Pass Layers is: 0.4527909755706787
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Time To Forward Pass Layers is: 0.46176743507385254
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Time To Forward Pass Layers is: 0.46575474739074707
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Time To Forward Pass Layers is: 0.4667656421661377
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Time To Forward Pass Layers is: 0.4418148994445801
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Time To Forward Pass Layers is: 0.4328427314758301
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Time To Forward Pass Layers is: 0.4497978687286377
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Time To Forward Pass Layers is: 0.4408226013183594
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Time To Forward Pass Layers is: 0.433840274810791
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Time To Forward Pass Layers is: 0.4308478832244873
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Time To Forward Pass Layers is: 0.44580650329589844
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Time To Forward Pass Layers is: 0.4478027820587158
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Time To Forward Pass Layers is: 0.42685866355895996
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Time To Forward Pass Layers is: 0.4328427314758301
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Time To Forward Pass Layers is: 0.4527895450592041
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Time To Forward Pass Layers is: 0.4448091983795166
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Time To Forward Pass Layers is: 0.4368326663970947
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Time To Forward Pass Layers is: 0.43779540061950684
t: 22%|██▏ | 2015/9184 [15:27<1:00:25, 1.98it/s, now=None]
Time To Forward Pass Layers is: 0.45677995681762695
t: 22%|██▏ | 2016/9184 [15:27<1:00:33, 1.97it/s, now=None]
Time To Forward Pass Layers is: 0.44876742362976074
t: 22%|██▏ | 2017/9184 [15:28<1:00:17, 1.98it/s, now=None]
Time To Forward Pass Layers is: 0.43878793716430664
t: 22%|██▏ | 2018/9184 [15:28<1:00:05, 1.99it/s, now=None]
Time To Forward Pass Layers is: 0.4418158531188965
t: 22%|██▏ | 2019/9184 [15:29<1:00:14, 1.98it/s, now=None]
Time To Forward Pass Layers is: 0.446805477142334
t: 22%|██▏ | 2020/9184 [15:29<1:00:21, 1.98it/s, now=None]
Time To Forward Pass Layers is: 0.44677138328552246
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Time To Forward Pass Layers is: 0.47074079513549805
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Time To Forward Pass Layers is: 0.4667527675628662
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Time To Forward Pass Layers is: 0.43085169792175293
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Time To Forward Pass Layers is: 0.46076512336730957
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Time To Forward Pass Layers is: 0.5076427459716797
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Time To Forward Pass Layers is: 0.44081997871398926
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Time To Forward Pass Layers is: 0.4577763080596924
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Time To Forward Pass Layers is: 0.4497988224029541
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Time To Forward Pass Layers is: 0.48669910430908203
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Time To Forward Pass Layers is: 0.46372485160827637
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Time To Forward Pass Layers is: 0.46874451637268066
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Time To Forward Pass Layers is: 0.4996330738067627
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Time To Forward Pass Layers is: 0.49767041206359863
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Time To Forward Pass Layers is: 0.508638858795166
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Time To Forward Pass Layers is: 0.5345721244812012
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Time To Forward Pass Layers is: 0.502652645111084
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Time To Forward Pass Layers is: 0.4407846927642822
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Time To Forward Pass Layers is: 0.44281578063964844
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Time To Forward Pass Layers is: 0.4577758312225342
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Time To Forward Pass Layers is: 0.44879865646362305
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Time To Forward Pass Layers is: 0.4387941360473633
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Time To Forward Pass Layers is: 0.44880151748657227
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Time To Forward Pass Layers is: 0.44580554962158203
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Time To Forward Pass Layers is: 0.43782758712768555
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Time To Forward Pass Layers is: 0.45677947998046875
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Time To Forward Pass Layers is: 0.43782973289489746
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Time To Forward Pass Layers is: 0.4497966766357422
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Time To Forward Pass Layers is: 0.4328436851501465
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Time To Forward Pass Layers is: 0.43982362747192383
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Time To Forward Pass Layers is: 0.4398214817047119
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Time To Forward Pass Layers is: 0.4497971534729004
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Time To Forward Pass Layers is: 0.4328429698944092
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Time To Forward Pass Layers is: 0.43982577323913574
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Time To Forward Pass Layers is: 0.45977115631103516
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Time To Forward Pass Layers is: 0.45976877212524414
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Time To Forward Pass Layers is: 0.44380903244018555
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Time To Forward Pass Layers is: 0.44976329803466797
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Time To Forward Pass Layers is: 0.43579888343811035
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Time To Forward Pass Layers is: 0.4457724094390869
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Time To Forward Pass Layers is: 0.43483686447143555
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Time To Forward Pass Layers is: 0.4457743167877197
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Time To Forward Pass Layers is: 0.4398179054260254
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Time To Forward Pass Layers is: 0.44580626487731934
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Time To Forward Pass Layers is: 0.4338362216949463
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Time To Forward Pass Layers is: 0.4417695999145508
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Time To Forward Pass Layers is: 0.4398021697998047
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Time To Forward Pass Layers is: 0.4428138732910156
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Time To Forward Pass Layers is: 0.4478006362915039
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Time To Forward Pass Layers is: 0.4308462142944336
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Time To Forward Pass Layers is: 0.4557795524597168
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Time To Forward Pass Layers is: 0.44381046295166016
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Time To Forward Pass Layers is: 0.47373270988464355
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Time To Forward Pass Layers is: 0.4807140827178955
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Time To Forward Pass Layers is: 0.4667518138885498
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Time To Forward Pass Layers is: 0.4557468891143799
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Time To Forward Pass Layers is: 0.47572851181030273
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Time To Forward Pass Layers is: 0.45178985595703125
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Time To Forward Pass Layers is: 0.44976305961608887
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Time To Forward Pass Layers is: 0.44281435012817383
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Time To Forward Pass Layers is: 0.43284153938293457
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Time To Forward Pass Layers is: 0.44580817222595215
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Time To Forward Pass Layers is: 0.4368300437927246
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Time To Forward Pass Layers is: 0.45677995681762695
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Time To Forward Pass Layers is: 0.4448082447052002
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Time To Forward Pass Layers is: 0.431842565536499
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Time To Forward Pass Layers is: 0.458773136138916
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Time To Forward Pass Layers is: 0.4617650508880615
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Time To Forward Pass Layers is: 0.44680356979370117
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Time To Forward Pass Layers is: 0.4388260841369629
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Time To Forward Pass Layers is: 0.44381260871887207
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Time To Forward Pass Layers is: 0.4418160915374756
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Time To Forward Pass Layers is: 0.4398224353790283
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Time To Forward Pass Layers is: 0.44680356979370117
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Time To Forward Pass Layers is: 0.43782734870910645
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Time To Forward Pass Layers is: 0.4338395595550537
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Time To Forward Pass Layers is: 0.4497952461242676
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Time To Forward Pass Layers is: 0.4577763080596924
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Time To Forward Pass Layers is: 0.43483567237854004
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Time To Forward Pass Layers is: 0.44680285453796387
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Time To Forward Pass Layers is: 0.4338114261627197
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Time To Forward Pass Layers is: 0.4537525177001953
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Time To Forward Pass Layers is: 0.4308466911315918
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Time To Forward Pass Layers is: 0.45378613471984863
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Time To Forward Pass Layers is: 0.4837062358856201
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Time To Forward Pass Layers is: 0.4996616840362549
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Time To Forward Pass Layers is: 0.48669862747192383
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Time To Forward Pass Layers is: 0.5225999355316162
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Time To Forward Pass Layers is: 0.4637579917907715
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Time To Forward Pass Layers is: 0.4697425365447998
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Time To Forward Pass Layers is: 0.4717366695404053
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Time To Forward Pass Layers is: 0.457775354385376
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Time To Forward Pass Layers is: 0.4906888008117676
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Time To Forward Pass Layers is: 0.4976329803466797
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Time To Forward Pass Layers is: 0.4727358818054199
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Time To Forward Pass Layers is: 0.47572803497314453
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Time To Forward Pass Layers is: 0.4826779365539551
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Time To Forward Pass Layers is: 0.47373318672180176
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Time To Forward Pass Layers is: 0.4777202606201172
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Time To Forward Pass Layers is: 0.43878602981567383
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Time To Forward Pass Layers is: 0.4478011131286621
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Time To Forward Pass Layers is: 0.43782997131347656
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Time To Forward Pass Layers is: 0.4428131580352783
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Time To Forward Pass Layers is: 0.4418165683746338
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Time To Forward Pass Layers is: 0.44677209854125977
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Time To Forward Pass Layers is: 0.44078493118286133
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Time To Forward Pass Layers is: 0.43782782554626465
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Time To Forward Pass Layers is: 0.4457738399505615
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Time To Forward Pass Layers is: 0.4487636089324951
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Time To Forward Pass Layers is: 0.44580745697021484
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Time To Forward Pass Layers is: 0.44281578063964844
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Time To Forward Pass Layers is: 0.4417848587036133
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Time To Forward Pass Layers is: 0.43982410430908203
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Time To Forward Pass Layers is: 0.4507925510406494
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Time To Forward Pass Layers is: 0.47672533988952637
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Time To Forward Pass Layers is: 0.45677757263183594
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Time To Forward Pass Layers is: 0.46475672721862793
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Time To Forward Pass Layers is: 0.47872042655944824
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Time To Forward Pass Layers is: 0.45478177070617676
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Time To Forward Pass Layers is: 0.43982410430908203
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Time To Forward Pass Layers is: 0.44081950187683105
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Time To Forward Pass Layers is: 0.4367961883544922
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Time To Forward Pass Layers is: 0.4507582187652588
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Time To Forward Pass Layers is: 0.4478027820587158
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Time To Forward Pass Layers is: 0.4388241767883301
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Time To Forward Pass Layers is: 0.43982410430908203
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Time To Forward Pass Layers is: 0.44082093238830566
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Time To Forward Pass Layers is: 0.44776082038879395
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Time To Forward Pass Layers is: 0.4428131580352783
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Time To Forward Pass Layers is: 0.44081950187683105
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Time To Forward Pass Layers is: 0.44381284713745117
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Time To Forward Pass Layers is: 0.444807767868042
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Time To Forward Pass Layers is: 0.4637613296508789
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Time To Forward Pass Layers is: 0.4687466621398926
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Time To Forward Pass Layers is: 0.4497988224029541
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Time To Forward Pass Layers is: 0.4497971534729004
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Time To Forward Pass Layers is: 0.4397873878479004
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Time To Forward Pass Layers is: 0.441817045211792
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Time To Forward Pass Layers is: 0.44680333137512207
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Time To Forward Pass Layers is: 0.4478006362915039
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Time To Forward Pass Layers is: 0.4417846202850342
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Time To Forward Pass Layers is: 0.44081997871398926
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Time To Forward Pass Layers is: 0.43783044815063477
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Time To Forward Pass Layers is: 0.4388267993927002
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Time To Forward Pass Layers is: 0.4497978687286377
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Time To Forward Pass Layers is: 0.4837055206298828
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Time To Forward Pass Layers is: 0.469740629196167
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Time To Forward Pass Layers is: 0.4587697982788086
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Time To Forward Pass Layers is: 0.5026552677154541
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Time To Forward Pass Layers is: 0.4537510871887207
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Time To Forward Pass Layers is: 0.44979405403137207
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Time To Forward Pass Layers is: 0.4468059539794922
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Time To Forward Pass Layers is: 0.4467732906341553
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Time To Forward Pass Layers is: 0.4557814598083496
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Time To Forward Pass Layers is: 0.4477689266204834
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Time To Forward Pass Layers is: 0.44680333137512207
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Time To Forward Pass Layers is: 0.45179152488708496
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Time To Forward Pass Layers is: 0.4388267993927002
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Time To Forward Pass Layers is: 0.45178937911987305
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Time To Forward Pass Layers is: 0.4427828788757324
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Time To Forward Pass Layers is: 0.4398226737976074
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Time To Forward Pass Layers is: 0.447803258895874
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Time To Forward Pass Layers is: 0.4418165683746338
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Time To Forward Pass Layers is: 0.44082117080688477
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Time To Forward Pass Layers is: 0.4418189525604248
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Time To Forward Pass Layers is: 0.4617650508880615
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Time To Forward Pass Layers is: 0.4397869110107422
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Time To Forward Pass Layers is: 0.4377930164337158
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Time To Forward Pass Layers is: 0.44680309295654297
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Time To Forward Pass Layers is: 0.4438130855560303
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Time To Forward Pass Layers is: 0.44381260871887207
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Time To Forward Pass Layers is: 0.44078826904296875
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Time To Forward Pass Layers is: 0.4487650394439697
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Time To Forward Pass Layers is: 0.42885351181030273
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Time To Forward Pass Layers is: 0.45079469680786133
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Time To Forward Pass Layers is: 0.4367985725402832
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Time To Forward Pass Layers is: 0.4797177314758301
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Time To Forward Pass Layers is: 0.47572875022888184
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Time To Forward Pass Layers is: 0.47672390937805176
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Time To Forward Pass Layers is: 0.46475696563720703
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Time To Forward Pass Layers is: 0.4537827968597412
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Time To Forward Pass Layers is: 0.4468050003051758
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Time To Forward Pass Layers is: 0.4438130855560303
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Time To Forward Pass Layers is: 0.446805477142334
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Time To Forward Pass Layers is: 0.47373342514038086
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Time To Forward Pass Layers is: 0.4547698497772217
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Time To Forward Pass Layers is: 0.45179271697998047
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Time To Forward Pass Layers is: 0.4478034973144531
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Time To Forward Pass Layers is: 0.44879817962646484
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Time To Forward Pass Layers is: 0.44081974029541016
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Time To Forward Pass Layers is: 0.4428088665008545
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Time To Forward Pass Layers is: 0.43782973289489746
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Time To Forward Pass Layers is: 0.46575498580932617
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Time To Forward Pass Layers is: 0.46874475479125977
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Time To Forward Pass Layers is: 0.4697437286376953
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Time To Forward Pass Layers is: 0.44976091384887695
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Time To Forward Pass Layers is: 0.4487631320953369
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Time To Forward Pass Layers is: 0.44381022453308105
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Time To Forward Pass Layers is: 0.44676780700683594
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Time To Forward Pass Layers is: 0.44680023193359375
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Time To Forward Pass Layers is: 0.4368302822113037
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Time To Forward Pass Layers is: 0.44281673431396484
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Time To Forward Pass Layers is: 0.44680356979370117
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Time To Forward Pass Layers is: 0.43979930877685547
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Time To Forward Pass Layers is: 0.45179033279418945
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Time To Forward Pass Layers is: 0.4527895450592041
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Time To Forward Pass Layers is: 0.44677233695983887
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Time To Forward Pass Layers is: 0.44082212448120117
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Time To Forward Pass Layers is: 0.4507577419281006
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Time To Forward Pass Layers is: 0.45378780364990234
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Time To Forward Pass Layers is: 0.44082140922546387
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Time To Forward Pass Layers is: 0.4547841548919678
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Time To Forward Pass Layers is: 0.4368314743041992
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Time To Forward Pass Layers is: 0.46276402473449707
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Time To Forward Pass Layers is: 0.4418184757232666
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Time To Forward Pass Layers is: 0.4527912139892578
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Time To Forward Pass Layers is: 0.4527547359466553
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Time To Forward Pass Layers is: 0.4747307300567627
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Time To Forward Pass Layers is: 0.48171091079711914
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Time To Forward Pass Layers is: 0.4757254123687744
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Time To Forward Pass Layers is: 0.47074079513549805
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Time To Forward Pass Layers is: 0.45774269104003906
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Time To Forward Pass Layers is: 0.45977091789245605
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Time To Forward Pass Layers is: 0.4478027820587158
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Time To Forward Pass Layers is: 0.4497981071472168
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Time To Forward Pass Layers is: 0.448758602142334
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Time To Forward Pass Layers is: 0.4507927894592285
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Time To Forward Pass Layers is: 0.4527890682220459
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Time To Forward Pass Layers is: 0.4478015899658203
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Time To Forward Pass Layers is: 0.4517548084259033
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Time To Forward Pass Layers is: 0.4468047618865967
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Time To Forward Pass Layers is: 0.4398200511932373
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Time To Forward Pass Layers is: 0.4497978687286377
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Time To Forward Pass Layers is: 0.4427809715270996
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Time To Forward Pass Layers is: 0.44377899169921875
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Time To Forward Pass Layers is: 0.44580554962158203
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Time To Forward Pass Layers is: 0.4587712287902832
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Time To Forward Pass Layers is: 0.45275330543518066
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Time To Forward Pass Layers is: 0.44381165504455566
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Time To Forward Pass Layers is: 0.44580531120300293
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Time To Forward Pass Layers is: 0.45179009437561035
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Time To Forward Pass Layers is: 0.450793981552124
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Time To Forward Pass Layers is: 0.44680142402648926
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Time To Forward Pass Layers is: 0.4687466621398926
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Time To Forward Pass Layers is: 0.45478391647338867
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Time To Forward Pass Layers is: 0.45677685737609863
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Time To Forward Pass Layers is: 0.4497976303100586
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Time To Forward Pass Layers is: 0.49268007278442383
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Time To Forward Pass Layers is: 0.47373032569885254
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Time To Forward Pass Layers is: 0.47472691535949707
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Time To Forward Pass Layers is: 0.477689266204834
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Time To Forward Pass Layers is: 0.45474934577941895
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Time To Forward Pass Layers is: 0.45275354385375977
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Time To Forward Pass Layers is: 0.44580841064453125
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Time To Forward Pass Layers is: 0.45378637313842773
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Time To Forward Pass Layers is: 0.4557785987854004
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Time To Forward Pass Layers is: 0.4497964382171631
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Time To Forward Pass Layers is: 0.4497978687286377
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Time To Forward Pass Layers is: 0.4527549743652344
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Time To Forward Pass Layers is: 0.44580864906311035
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Time To Forward Pass Layers is: 0.4527890682220459
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Time To Forward Pass Layers is: 0.46874427795410156
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Time To Forward Pass Layers is: 0.4497642517089844
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Time To Forward Pass Layers is: 0.4617645740509033
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Time To Forward Pass Layers is: 0.49567508697509766
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Time To Forward Pass Layers is: 0.4896562099456787
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Time To Forward Pass Layers is: 0.5006625652313232
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Time To Forward Pass Layers is: 0.4906888008117676
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Time To Forward Pass Layers is: 0.458770751953125
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Time To Forward Pass Layers is: 0.47073960304260254
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Time To Forward Pass Layers is: 0.4747302532196045
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Time To Forward Pass Layers is: 0.4807143211364746
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Time To Forward Pass Layers is: 0.48769259452819824
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Time To Forward Pass Layers is: 0.46275949478149414
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Time To Forward Pass Layers is: 0.47971534729003906
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Time To Forward Pass Layers is: 0.48167896270751953
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Time To Forward Pass Layers is: 0.458770751953125
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Time To Forward Pass Layers is: 0.4448089599609375
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Time To Forward Pass Layers is: 0.4527888298034668
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Time To Forward Pass Layers is: 0.4468057155609131
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Time To Forward Pass Layers is: 0.4537527561187744
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Time To Forward Pass Layers is: 0.43782663345336914
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Time To Forward Pass Layers is: 0.46874356269836426
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Time To Forward Pass Layers is: 0.4896888732910156
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Time To Forward Pass Layers is: 0.5116310119628906
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Time To Forward Pass Layers is: 0.49268317222595215
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Time To Forward Pass Layers is: 0.5245976448059082
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Time To Forward Pass Layers is: 0.471696138381958
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Time To Forward Pass Layers is: 0.4677143096923828
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Time To Forward Pass Layers is: 0.49866724014282227
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Time To Forward Pass Layers is: 0.4747288227081299
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Time To Forward Pass Layers is: 0.4827089309692383
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Time To Forward Pass Layers is: 0.48865580558776855
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Time To Forward Pass Layers is: 0.49268269538879395
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Time To Forward Pass Layers is: 0.45079517364501953
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Time To Forward Pass Layers is: 0.44979429244995117
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Time To Forward Pass Layers is: 0.44879817962646484
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Time To Forward Pass Layers is: 0.4497954845428467
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Time To Forward Pass Layers is: 0.45179224014282227
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Time To Forward Pass Layers is: 0.45478320121765137
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Time To Forward Pass Layers is: 0.4477674961090088
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Time To Forward Pass Layers is: 0.4418168067932129
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Time To Forward Pass Layers is: 0.49962782859802246
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Time To Forward Pass Layers is: 0.47872233390808105
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Time To Forward Pass Layers is: 0.4746980667114258
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Time To Forward Pass Layers is: 0.47373342514038086
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Time To Forward Pass Layers is: 0.47672510147094727
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Time To Forward Pass Layers is: 0.44580745697021484
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Time To Forward Pass Layers is: 0.4388270378112793
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Time To Forward Pass Layers is: 0.4497721195220947
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Time To Forward Pass Layers is: 0.439788818359375
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Time To Forward Pass Layers is: 0.44281625747680664
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Time To Forward Pass Layers is: 0.44381093978881836
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Time To Forward Pass Layers is: 0.4507925510406494
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Time To Forward Pass Layers is: 0.4448051452636719
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Time To Forward Pass Layers is: 0.462723970413208
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Time To Forward Pass Layers is: 0.47672581672668457
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Time To Forward Pass Layers is: 0.4607675075531006
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Time To Forward Pass Layers is: 0.4368302822113037
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Time To Forward Pass Layers is: 0.4368312358856201
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Time To Forward Pass Layers is: 0.43483448028564453
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Time To Forward Pass Layers is: 0.4388279914855957
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Time To Forward Pass Layers is: 0.44281625747680664
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Time To Forward Pass Layers is: 0.44081902503967285
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Time To Forward Pass Layers is: 0.4448094367980957
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Time To Forward Pass Layers is: 0.4527900218963623
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Time To Forward Pass Layers is: 0.4497978687286377
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Time To Forward Pass Layers is: 0.4468052387237549
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Time To Forward Pass Layers is: 0.43982529640197754
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Time To Forward Pass Layers is: 0.453784704208374
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Time To Forward Pass Layers is: 0.44377970695495605
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Time To Forward Pass Layers is: 0.4397895336151123
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Time To Forward Pass Layers is: 0.447767972946167
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Time To Forward Pass Layers is: 0.44281554222106934
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Time To Forward Pass Layers is: 0.4448106288909912
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Time To Forward Pass Layers is: 0.4547841548919678
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Time To Forward Pass Layers is: 0.47872042655944824
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Time To Forward Pass Layers is: 0.500659704208374
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Time To Forward Pass Layers is: 0.468747615814209
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Time To Forward Pass Layers is: 0.45175838470458984
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Time To Forward Pass Layers is: 0.43982481956481934
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Time To Forward Pass Layers is: 0.4617633819580078
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Time To Forward Pass Layers is: 0.4757273197174072
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Time To Forward Pass Layers is: 0.44580817222595215
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Time To Forward Pass Layers is: 0.4507942199707031
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Time To Forward Pass Layers is: 0.4478027820587158
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Time To Forward Pass Layers is: 0.44580721855163574
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Time To Forward Pass Layers is: 0.4478023052215576
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Time To Forward Pass Layers is: 0.43184423446655273
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Time To Forward Pass Layers is: 0.47672581672668457
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Time To Forward Pass Layers is: 0.4507591724395752
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Time To Forward Pass Layers is: 0.4697437286376953
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Time To Forward Pass Layers is: 0.43982386589050293
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Time To Forward Pass Layers is: 0.4587736129760742
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Time To Forward Pass Layers is: 0.49367809295654297
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Time To Forward Pass Layers is: 0.4807147979736328
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Time To Forward Pass Layers is: 0.4497964382171631
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Time To Forward Pass Layers is: 0.4717400074005127
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Time To Forward Pass Layers is: 0.438823938369751
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Time To Forward Pass Layers is: 0.44879961013793945
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Time To Forward Pass Layers is: 0.4448084831237793
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Time To Forward Pass Layers is: 0.45378661155700684
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Time To Forward Pass Layers is: 0.45178985595703125
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Time To Forward Pass Layers is: 0.4418187141418457
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Time To Forward Pass Layers is: 0.45079612731933594
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Time To Forward Pass Layers is: 0.4557490348815918
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Time To Forward Pass Layers is: 0.4607679843902588
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Time To Forward Pass Layers is: 0.4497647285461426
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Time To Forward Pass Layers is: 0.4457743167877197
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Time To Forward Pass Layers is: 0.46475696563720703
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Time To Forward Pass Layers is: 0.5046498775482178
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Time To Forward Pass Layers is: 0.47872042655944824
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Time To Forward Pass Layers is: 0.45677661895751953
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Time To Forward Pass Layers is: 0.4448118209838867
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Time To Forward Pass Layers is: 0.45478224754333496
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Time To Forward Pass Layers is: 0.4497976303100586
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Time To Forward Pass Layers is: 0.47073936462402344
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Time To Forward Pass Layers is: 0.4368314743041992
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Time To Forward Pass Layers is: 0.47472381591796875
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Time To Forward Pass Layers is: 0.48969054222106934
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Time To Forward Pass Layers is: 0.4976692199707031
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Time To Forward Pass Layers is: 0.48769545555114746
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Time To Forward Pass Layers is: 0.4697086811065674
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Time To Forward Pass Layers is: 0.4777228832244873
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Time To Forward Pass Layers is: 0.49367737770080566
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Time To Forward Pass Layers is: 0.47074317932128906
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Time To Forward Pass Layers is: 0.4797179698944092
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Time To Forward Pass Layers is: 0.4886922836303711
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Time To Forward Pass Layers is: 0.49567461013793945
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Time To Forward Pass Layers is: 0.47469615936279297
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Time To Forward Pass Layers is: 0.45677804946899414
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Time To Forward Pass Layers is: 0.46276187896728516
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Time To Forward Pass Layers is: 0.4557821750640869
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Time To Forward Pass Layers is: 0.4727363586425781
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Time To Forward Pass Layers is: 0.454784631729126
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Time To Forward Pass Layers is: 0.4777238368988037
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Time To Forward Pass Layers is: 0.4976670742034912
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Time To Forward Pass Layers is: 0.4936797618865967
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Time To Forward Pass Layers is: 0.47971630096435547
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Time To Forward Pass Layers is: 0.4806802272796631
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Time To Forward Pass Layers is: 0.4687464237213135
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Time To Forward Pass Layers is: 0.4677143096923828
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Time To Forward Pass Layers is: 0.4527559280395508
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Time To Forward Pass Layers is: 0.45478367805480957
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Time To Forward Pass Layers is: 0.44880008697509766
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Time To Forward Pass Layers is: 0.4647400379180908
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Time To Forward Pass Layers is: 0.4607672691345215
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Time To Forward Pass Layers is: 0.4667510986328125
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Time To Forward Pass Layers is: 0.47073888778686523
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Time To Forward Pass Layers is: 0.4827096462249756
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Time To Forward Pass Layers is: 0.45677971839904785
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Time To Forward Pass Layers is: 0.4547841548919678
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Time To Forward Pass Layers is: 0.45478272438049316
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Time To Forward Pass Layers is: 0.4687466621398926
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Time To Forward Pass Layers is: 0.449798583984375
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Time To Forward Pass Layers is: 0.4567413330078125
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Time To Forward Pass Layers is: 0.4637606143951416
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Time To Forward Pass Layers is: 0.4587738513946533
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Time To Forward Pass Layers is: 0.4617295265197754
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Time To Forward Pass Layers is: 0.45179200172424316
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Time To Forward Pass Layers is: 0.4527888298034668
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Time To Forward Pass Layers is: 0.47672486305236816
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Time To Forward Pass Layers is: 0.44876670837402344
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Time To Forward Pass Layers is: 0.4587738513946533
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Time To Forward Pass Layers is: 0.44976353645324707
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Time To Forward Pass Layers is: 0.4637575149536133
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Time To Forward Pass Layers is: 0.5026538372039795
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Time To Forward Pass Layers is: 0.49567461013793945
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Time To Forward Pass Layers is: 0.47073936462402344
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Time To Forward Pass Layers is: 0.48968982696533203
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Time To Forward Pass Layers is: 0.4577767848968506
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Time To Forward Pass Layers is: 0.46276092529296875
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Time To Forward Pass Layers is: 0.46276187896728516
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Time To Forward Pass Layers is: 0.4667527675628662
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Time To Forward Pass Layers is: 0.45977115631103516
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Time To Forward Pass Layers is: 0.46874523162841797
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Time To Forward Pass Layers is: 0.4637603759765625
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Time To Forward Pass Layers is: 0.45079588890075684
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Time To Forward Pass Layers is: 0.46272897720336914
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Time To Forward Pass Layers is: 0.4607350826263428
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Time To Forward Pass Layers is: 0.4557807445526123
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Time To Forward Pass Layers is: 0.45677852630615234
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Time To Forward Pass Layers is: 0.4647228717803955
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Time To Forward Pass Layers is: 0.4587726593017578
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Time To Forward Pass Layers is: 0.4617636203765869
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Time To Forward Pass Layers is: 0.4637269973754883
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Time To Forward Pass Layers is: 0.4617652893066406
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Time To Forward Pass Layers is: 0.45275354385375977
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Time To Forward Pass Layers is: 0.45378661155700684
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Time To Forward Pass Layers is: 0.44880056381225586
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Time To Forward Pass Layers is: 0.4527552127838135
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Time To Forward Pass Layers is: 0.4497981071472168
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Time To Forward Pass Layers is: 0.452747106552124
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Time To Forward Pass Layers is: 0.4557812213897705
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Time To Forward Pass Layers is: 0.4856998920440674
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Time To Forward Pass Layers is: 0.48669958114624023
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Time To Forward Pass Layers is: 0.4946780204772949
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Time To Forward Pass Layers is: 0.4787180423736572
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Time To Forward Pass Layers is: 0.4946773052215576
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Time To Forward Pass Layers is: 0.460766077041626
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Time To Forward Pass Layers is: 0.453749418258667
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Time To Forward Pass Layers is: 0.4587748050689697
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Time To Forward Pass Layers is: 0.4697442054748535
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Time To Forward Pass Layers is: 0.4687469005584717
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Time To Forward Pass Layers is: 0.4557468891143799
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Time To Forward Pass Layers is: 0.453749418258667
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Time To Forward Pass Layers is: 0.4657554626464844
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Time To Forward Pass Layers is: 0.4577772617340088
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Time To Forward Pass Layers is: 0.45977139472961426
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Time To Forward Pass Layers is: 0.4607679843902588
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Time To Forward Pass Layers is: 0.4667520523071289
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Time To Forward Pass Layers is: 0.4597351551055908
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Time To Forward Pass Layers is: 0.46176576614379883
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Time To Forward Pass Layers is: 0.46073317527770996
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Time To Forward Pass Layers is: 0.47074127197265625
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Time To Forward Pass Layers is: 0.45976996421813965
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Time To Forward Pass Layers is: 0.4637594223022461
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Time To Forward Pass Layers is: 0.48769402503967285
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Time To Forward Pass Layers is: 0.47073984146118164
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Time To Forward Pass Layers is: 0.46774935722351074
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Time To Forward Pass Layers is: 0.455782413482666
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Time To Forward Pass Layers is: 0.46575355529785156
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Time To Forward Pass Layers is: 0.4607686996459961
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Time To Forward Pass Layers is: 0.456744909286499
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Time To Forward Pass Layers is: 0.4727003574371338
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Time To Forward Pass Layers is: 0.48669862747192383
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Time To Forward Pass Layers is: 0.4757254123687744
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Time To Forward Pass Layers is: 0.46774959564208984
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Time To Forward Pass Layers is: 0.4866969585418701
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Time To Forward Pass Layers is: 0.46276140213012695
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Time To Forward Pass Layers is: 0.466752290725708
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Time To Forward Pass Layers is: 0.45677876472473145
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Time To Forward Pass Layers is: 0.4467780590057373
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Time To Forward Pass Layers is: 0.4587724208831787
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Time To Forward Pass Layers is: 0.45673704147338867
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Time To Forward Pass Layers is: 0.460768461227417
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Time To Forward Pass Layers is: 0.4637606143951416
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Time To Forward Pass Layers is: 0.46372342109680176
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Time To Forward Pass Layers is: 0.4557816982269287
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Time To Forward Pass Layers is: 0.4657559394836426
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Time To Forward Pass Layers is: 0.4577755928039551
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Time To Forward Pass Layers is: 0.45677900314331055
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Time To Forward Pass Layers is: 0.45378756523132324
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Time To Forward Pass Layers is: 0.4667525291442871
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Time To Forward Pass Layers is: 0.4587705135345459
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Time To Forward Pass Layers is: 0.4577763080596924
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Time To Forward Pass Layers is: 0.46272826194763184
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Time To Forward Pass Layers is: 0.4637598991394043
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Time To Forward Pass Layers is: 0.4617636203765869
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Time To Forward Pass Layers is: 0.4487636089324951
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Time To Forward Pass Layers is: 0.4507927894592285
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Time To Forward Pass Layers is: 0.46874451637268066
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Time To Forward Pass Layers is: 0.4537501335144043
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Time To Forward Pass Layers is: 0.4557828903198242
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Time To Forward Pass Layers is: 0.47373390197753906
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Time To Forward Pass Layers is: 0.4976694583892822
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Time To Forward Pass Layers is: 0.48969006538391113
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Time To Forward Pass Layers is: 0.4776887893676758
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Time To Forward Pass Layers is: 0.4846985340118408
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Time To Forward Pass Layers is: 0.4637596607208252
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Time To Forward Pass Layers is: 0.46276354789733887
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Time To Forward Pass Layers is: 0.4577758312225342
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Time To Forward Pass Layers is: 0.4497971534729004
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Time To Forward Pass Layers is: 0.4617350101470947
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Time To Forward Pass Layers is: 0.4717378616333008
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Time To Forward Pass Layers is: 0.4507930278778076
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Time To Forward Pass Layers is: 0.46373581886291504
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Time To Forward Pass Layers is: 0.45774269104003906
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Time To Forward Pass Layers is: 0.4617655277252197
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Time To Forward Pass Layers is: 0.45478296279907227
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Time To Forward Pass Layers is: 0.4587395191192627
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Time To Forward Pass Layers is: 0.4677164554595947
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Time To Forward Pass Layers is: 0.48470449447631836
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Time To Forward Pass Layers is: 0.48969006538391113
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Time To Forward Pass Layers is: 0.494678258895874
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Time To Forward Pass Layers is: 0.5006618499755859
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Time To Forward Pass Layers is: 0.4866983890533447
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Time To Forward Pass Layers is: 0.494640588760376
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Time To Forward Pass Layers is: 0.4657557010650635
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Time To Forward Pass Layers is: 0.4926486015319824
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Time To Forward Pass Layers is: 0.4747309684753418
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Time To Forward Pass Layers is: 0.45179033279418945
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Time To Forward Pass Layers is: 0.47672414779663086
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Time To Forward Pass Layers is: 0.4777195453643799
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Time To Forward Pass Layers is: 0.4617297649383545
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Time To Forward Pass Layers is: 0.45976901054382324
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Time To Forward Pass Layers is: 0.4727354049682617
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Time To Forward Pass Layers is: 0.5106329917907715
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Time To Forward Pass Layers is: 0.4856991767883301
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Time To Forward Pass Layers is: 0.4837043285369873
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Time To Forward Pass Layers is: 0.4976694583892822
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Time To Forward Pass Layers is: 0.47373080253601074
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Time To Forward Pass Layers is: 0.4807140827178955
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Time To Forward Pass Layers is: 0.468747615814209
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Time To Forward Pass Layers is: 0.4667518138885498
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Time To Forward Pass Layers is: 0.45777463912963867
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Time To Forward Pass Layers is: 0.46272969245910645
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Time To Forward Pass Layers is: 0.45574474334716797
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Time To Forward Pass Layers is: 0.46874403953552246
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Time To Forward Pass Layers is: 0.4577310085296631
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Time To Forward Pass Layers is: 0.46276307106018066
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Time To Forward Pass Layers is: 0.44677066802978516
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Time To Forward Pass Layers is: 0.45378637313842773
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Time To Forward Pass Layers is: 0.4547843933105469
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Time To Forward Pass Layers is: 0.46272945404052734
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Time To Forward Pass Layers is: 0.46276259422302246
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Time To Forward Pass Layers is: 0.4587738513946533
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Time To Forward Pass Layers is: 0.49866533279418945
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Time To Forward Pass Layers is: 0.4647562503814697
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Time To Forward Pass Layers is: 0.46176600456237793
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Time To Forward Pass Layers is: 0.4557485580444336
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Time To Forward Pass Layers is: 0.47872066497802734
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Time To Forward Pass Layers is: 0.4637579917907715
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Time To Forward Pass Layers is: 0.4547843933105469
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Time To Forward Pass Layers is: 0.46276021003723145
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Time To Forward Pass Layers is: 0.4627645015716553
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Time To Forward Pass Layers is: 0.4807133674621582
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Time To Forward Pass Layers is: 0.4966719150543213
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Time To Forward Pass Layers is: 0.47872042655944824
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Time To Forward Pass Layers is: 0.510634183883667
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Time To Forward Pass Layers is: 0.5265898704528809
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Time To Forward Pass Layers is: 0.46775078773498535
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Time To Forward Pass Layers is: 0.4557826519012451
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Time To Forward Pass Layers is: 0.4697446823120117
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Time To Forward Pass Layers is: 0.4637563228607178
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Time To Forward Pass Layers is: 0.4537835121154785
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Time To Forward Pass Layers is: 0.4547843933105469
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Time To Forward Pass Layers is: 0.45179224014282227
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Time To Forward Pass Layers is: 0.45378684997558594
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Time To Forward Pass Layers is: 0.44580698013305664
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Time To Forward Pass Layers is: 0.4497959613800049
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Time To Forward Pass Layers is: 0.45677828788757324
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Time To Forward Pass Layers is: 0.46173763275146484
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Time To Forward Pass Layers is: 0.44281601905822754
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Time To Forward Pass Layers is: 0.43982458114624023
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Time To Forward Pass Layers is: 0.4647543430328369
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Time To Forward Pass Layers is: 0.44580674171447754
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Time To Forward Pass Layers is: 0.4338405132293701
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Time To Forward Pass Layers is: 0.43982386589050293
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Time To Forward Pass Layers is: 0.4448106288909912
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Time To Forward Pass Layers is: 0.4358346462249756
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Time To Forward Pass Layers is: 0.43982505798339844
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Time To Forward Pass Layers is: 0.4427816867828369
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Time To Forward Pass Layers is: 0.44081974029541016
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Time To Forward Pass Layers is: 0.4457697868347168
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Time To Forward Pass Layers is: 0.436830997467041
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Time To Forward Pass Layers is: 0.4368302822113037
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Time To Forward Pass Layers is: 0.4527885913848877
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Time To Forward Pass Layers is: 0.47872018814086914
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Time To Forward Pass Layers is: 0.45478367805480957
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Time To Forward Pass Layers is: 0.4507942199707031
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Time To Forward Pass Layers is: 0.4617636203765869
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Time To Forward Pass Layers is: 0.42685890197753906
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Time To Forward Pass Layers is: 0.43184518814086914
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Time To Forward Pass Layers is: 0.44281649589538574
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Time To Forward Pass Layers is: 0.42885327339172363
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Time To Forward Pass Layers is: 0.42486071586608887
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Time To Forward Pass Layers is: 0.4308469295501709
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Time To Forward Pass Layers is: 0.42685532569885254
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Time To Forward Pass Layers is: 0.4278562068939209
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Time To Forward Pass Layers is: 0.42685699462890625
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Time To Forward Pass Layers is: 0.419874906539917
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Time To Forward Pass Layers is: 0.4368321895599365
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Time To Forward Pass Layers is: 0.42881083488464355
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Time To Forward Pass Layers is: 0.4248621463775635
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Time To Forward Pass Layers is: 0.43782997131347656
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Time To Forward Pass Layers is: 0.42981433868408203
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Time To Forward Pass Layers is: 0.4218723773956299
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Time To Forward Pass Layers is: 0.41588807106018066
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Time To Forward Pass Layers is: 0.41489100456237793
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Time To Forward Pass Layers is: 0.4527904987335205
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Time To Forward Pass Layers is: 0.44281649589538574
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Time To Forward Pass Layers is: 0.4388248920440674
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Time To Forward Pass Layers is: 0.4577772617340088
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Time To Forward Pass Layers is: 0.446805477142334
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Time To Forward Pass Layers is: 0.4647550582885742
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Time To Forward Pass Layers is: 0.46572208404541016
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Time To Forward Pass Layers is: 0.41887831687927246
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Time To Forward Pass Layers is: 0.4258270263671875
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Time To Forward Pass Layers is: 0.4328432083129883
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Time To Forward Pass Layers is: 0.43982434272766113
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Time To Forward Pass Layers is: 0.4448130130767822
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Time To Forward Pass Layers is: 0.4278550148010254
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Time To Forward Pass Layers is: 0.4328429698944092
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Time To Forward Pass Layers is: 0.41289281845092773
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Time To Forward Pass Layers is: 0.4118988513946533
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Time To Forward Pass Layers is: 0.4248325824737549
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Time To Forward Pass Layers is: 0.4188804626464844
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Time To Forward Pass Layers is: 0.4059150218963623
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Time To Forward Pass Layers is: 0.4148545265197754
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Time To Forward Pass Layers is: 0.42885255813598633
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Time To Forward Pass Layers is: 0.40990161895751953
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Time To Forward Pass Layers is: 0.41286754608154297
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Time To Forward Pass Layers is: 0.41385960578918457
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Time To Forward Pass Layers is: 0.41489076614379883
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Time To Forward Pass Layers is: 0.4058811664581299
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Time To Forward Pass Layers is: 0.4118978977203369
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Time To Forward Pass Layers is: 0.4059135913848877
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Time To Forward Pass Layers is: 0.41887974739074707
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Time To Forward Pass Layers is: 0.4068775177001953
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Time To Forward Pass Layers is: 0.4089069366455078
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Time To Forward Pass Layers is: 0.4059147834777832
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Time To Forward Pass Layers is: 0.4039192199707031
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Time To Forward Pass Layers is: 0.41089797019958496
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Time To Forward Pass Layers is: 0.402921199798584
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Time To Forward Pass Layers is: 0.4109008312225342
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Time To Forward Pass Layers is: 0.3979015350341797
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Time To Forward Pass Layers is: 0.4079098701477051
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Time To Forward Pass Layers is: 0.4059152603149414
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Time To Forward Pass Layers is: 0.40192246437072754
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Time To Forward Pass Layers is: 0.4048807621002197
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Time To Forward Pass Layers is: 0.4258272647857666
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Time To Forward Pass Layers is: 0.4358329772949219
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Time To Forward Pass Layers is: 0.4258263111114502
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Time To Forward Pass Layers is: 0.40990352630615234
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Time To Forward Pass Layers is: 0.42386674880981445
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Time To Forward Pass Layers is: 0.4079091548919678
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Time To Forward Pass Layers is: 0.40192246437072754
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Time To Forward Pass Layers is: 0.4039194583892822
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Time To Forward Pass Layers is: 0.4118967056274414
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Time To Forward Pass Layers is: 0.40491580963134766
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Time To Forward Pass Layers is: 0.394942045211792
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Time To Forward Pass Layers is: 0.39693713188171387
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Time To Forward Pass Layers is: 0.40691208839416504
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Time To Forward Pass Layers is: 0.3969388008117676
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Time To Forward Pass Layers is: 0.4009253978729248
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Time To Forward Pass Layers is: 0.3999290466308594
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Time To Forward Pass Layers is: 0.41089892387390137
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Time To Forward Pass Layers is: 0.4068760871887207
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Time To Forward Pass Layers is: 0.40189075469970703
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Time To Forward Pass Layers is: 0.4009273052215576
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Time To Forward Pass Layers is: 0.4069087505340576
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Time To Forward Pass Layers is: 0.40189146995544434
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Time To Forward Pass Layers is: 0.39590907096862793
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Time To Forward Pass Layers is: 0.3899238109588623
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Time To Forward Pass Layers is: 0.40990424156188965
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Time To Forward Pass Layers is: 0.39992499351501465
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Time To Forward Pass Layers is: 0.3988986015319824
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Time To Forward Pass Layers is: 0.39594173431396484
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Time To Forward Pass Layers is: 0.42984914779663086
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Time To Forward Pass Layers is: 0.3979027271270752
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Time To Forward Pass Layers is: 0.4009287357330322
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Time To Forward Pass Layers is: 0.3889586925506592
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Time To Forward Pass Layers is: 0.408907413482666
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Time To Forward Pass Layers is: 0.39593982696533203
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Time To Forward Pass Layers is: 0.40391969680786133
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Time To Forward Pass Layers is: 0.40790891647338867
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Time To Forward Pass Layers is: 0.4228696823120117
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Time To Forward Pass Layers is: 0.41684913635253906
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Time To Forward Pass Layers is: 0.4059150218963623
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Time To Forward Pass Layers is: 0.4288523197174072
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Time To Forward Pass Layers is: 0.3979365825653076
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Time To Forward Pass Layers is: 0.39693641662597656
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Time To Forward Pass Layers is: 0.4008946418762207
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Time To Forward Pass Layers is: 0.39693737030029297
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Time To Forward Pass Layers is: 0.39693689346313477
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Time To Forward Pass Layers is: 0.38596630096435547
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Time To Forward Pass Layers is: 0.38695502281188965
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Time To Forward Pass Layers is: 0.399930477142334
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Time To Forward Pass Layers is: 0.3919501304626465
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Time To Forward Pass Layers is: 0.4089069366455078
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Time To Forward Pass Layers is: 0.40491580963134766
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Time To Forward Pass Layers is: 0.39294981956481934
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Time To Forward Pass Layers is: 0.38796257972717285
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Time To Forward Pass Layers is: 0.39594173431396484
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Time To Forward Pass Layers is: 0.3949096202850342
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Time To Forward Pass Layers is: 0.3899571895599365
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Time To Forward Pass Layers is: 0.3979790210723877
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Time To Forward Pass Layers is: 0.39693784713745117
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Time To Forward Pass Layers is: 0.3959376811981201
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Time To Forward Pass Layers is: 0.39095497131347656
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Time To Forward Pass Layers is: 0.3869295120239258
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Time To Forward Pass Layers is: 0.4029231071472168
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Time To Forward Pass Layers is: 0.39095473289489746
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Time To Forward Pass Layers is: 0.39893007278442383
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Time To Forward Pass Layers is: 0.3919532299041748
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Time To Forward Pass Layers is: 0.3939394950866699
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Time To Forward Pass Layers is: 0.3899242877960205
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Time To Forward Pass Layers is: 0.3869657516479492
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Time To Forward Pass Layers is: 0.3899574279785156
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Time To Forward Pass Layers is: 0.3979341983795166
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Time To Forward Pass Layers is: 0.39394521713256836
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Time To Forward Pass Layers is: 0.4198775291442871
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Time To Forward Pass Layers is: 0.4029242992401123
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Time To Forward Pass Layers is: 0.40491700172424316
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Time To Forward Pass Layers is: 0.4278554916381836
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Time To Forward Pass Layers is: 0.399930477142334
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Time To Forward Pass Layers is: 0.42685604095458984
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Time To Forward Pass Layers is: 0.43782901763916016
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Time To Forward Pass Layers is: 0.41588854789733887
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Time To Forward Pass Layers is: 0.4039151668548584
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Time To Forward Pass Layers is: 0.4079093933105469
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Time To Forward Pass Layers is: 0.4308488368988037
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Time To Forward Pass Layers is: 0.4198732376098633
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Time To Forward Pass Layers is: 0.4009284973144531
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Time To Forward Pass Layers is: 0.39594030380249023
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Time To Forward Pass Layers is: 0.40491676330566406
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Time To Forward Pass Layers is: 0.40192532539367676
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Time To Forward Pass Layers is: 0.40990519523620605
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Time To Forward Pass Layers is: 0.3959388732910156
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Time To Forward Pass Layers is: 0.41788315773010254
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Time To Forward Pass Layers is: 0.4248640537261963
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Time To Forward Pass Layers is: 0.4088728427886963
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Time To Forward Pass Layers is: 0.4009270668029785
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Time To Forward Pass Layers is: 0.40488338470458984
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Time To Forward Pass Layers is: 0.4079105854034424
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Time To Forward Pass Layers is: 0.39893388748168945
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Time To Forward Pass Layers is: 0.3949103355407715
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Time To Forward Pass Layers is: 0.40392088890075684
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Time To Forward Pass Layers is: 0.40392017364501953
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Time To Forward Pass Layers is: 0.3859672546386719
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Time To Forward Pass Layers is: 0.3929460048675537
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Time To Forward Pass Layers is: 0.394942045211792
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Time To Forward Pass Layers is: 0.3949439525604248
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Time To Forward Pass Layers is: 0.37998223304748535
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Time To Forward Pass Layers is: 0.3869645595550537
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Time To Forward Pass Layers is: 0.40781545639038086
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Time To Forward Pass Layers is: 0.4318430423736572
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Time To Forward Pass Layers is: 0.413893461227417
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Time To Forward Pass Layers is: 0.4089043140411377
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Time To Forward Pass Layers is: 0.40192508697509766
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Time To Forward Pass Layers is: 0.38795971870422363
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Time To Forward Pass Layers is: 0.3759939670562744
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Time To Forward Pass Layers is: 0.3819458484649658
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Time To Forward Pass Layers is: 0.37998151779174805
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Time To Forward Pass Layers is: 0.3809800148010254
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Time To Forward Pass Layers is: 0.3829765319824219
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Time To Forward Pass Layers is: 0.4258594512939453
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Time To Forward Pass Layers is: 0.41289424896240234
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Time To Forward Pass Layers is: 0.3839735984802246
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Time To Forward Pass Layers is: 0.39294910430908203
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Time To Forward Pass Layers is: 0.3869633674621582
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Time To Forward Pass Layers is: 0.38596630096435547
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Time To Forward Pass Layers is: 0.39893341064453125
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Time To Forward Pass Layers is: 0.4168839454650879
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Time To Forward Pass Layers is: 0.4008920192718506
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Time To Forward Pass Layers is: 0.40691256523132324
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Time To Forward Pass Layers is: 0.48769664764404297
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Time To Forward Pass Layers is: 0.504650354385376
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Time To Forward Pass Layers is: 0.5345706939697266
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Time To Forward Pass Layers is: 0.5106337070465088
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Time To Forward Pass Layers is: 0.46275973320007324
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Time To Forward Pass Layers is: 0.4418189525604248
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Time To Forward Pass Layers is: 0.38796234130859375
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Time To Forward Pass Layers is: 0.38895750045776367
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Time To Forward Pass Layers is: 0.3889598846435547
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Time To Forward Pass Layers is: 0.4138925075531006
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Time To Forward Pass Layers is: 0.3979346752166748
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Time To Forward Pass Layers is: 0.38796234130859375
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Time To Forward Pass Layers is: 0.3859682083129883
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Time To Forward Pass Layers is: 0.4079093933105469
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Time To Forward Pass Layers is: 0.41289520263671875
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Time To Forward Pass Layers is: 0.40990352630615234
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Time To Forward Pass Layers is: 0.3789858818054199
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Time To Forward Pass Layers is: 0.3720059394836426
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Time To Forward Pass Layers is: 0.39394688606262207
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Time To Forward Pass Layers is: 0.3839726448059082
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Time To Forward Pass Layers is: 0.3869638442993164
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Time To Forward Pass Layers is: 0.3889608383178711
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Time To Forward Pass Layers is: 0.386965274810791
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Time To Forward Pass Layers is: 0.3739645481109619
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Time To Forward Pass Layers is: 0.36602139472961426
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Time To Forward Pass Layers is: 0.3620297908782959
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Time To Forward Pass Layers is: 0.36901283264160156
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Time To Forward Pass Layers is: 0.3720052242279053
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Time To Forward Pass Layers is: 0.362032413482666
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Time To Forward Pass Layers is: 0.37699007987976074
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Time To Forward Pass Layers is: 0.39095354080200195
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Time To Forward Pass Layers is: 0.364027738571167
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Time To Forward Pass Layers is: 0.3610348701477051
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Time To Forward Pass Layers is: 0.36602187156677246
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Time To Forward Pass Layers is: 0.375995397567749
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Time To Forward Pass Layers is: 0.3824028968811035
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Time To Forward Pass Layers is: 0.4039161205291748
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Time To Forward Pass Layers is: 0.37898683547973633
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Time To Forward Pass Layers is: 0.3809812068939209
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Time To Forward Pass Layers is: 0.37699317932128906
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Time To Forward Pass Layers is: 0.36402177810668945
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Time To Forward Pass Layers is: 0.3730027675628662
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Time To Forward Pass Layers is: 0.3859677314758301
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Time To Forward Pass Layers is: 0.37400007247924805
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Time To Forward Pass Layers is: 0.375995397567749
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Time To Forward Pass Layers is: 0.39394664764404297
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Time To Forward Pass Layers is: 0.3759944438934326
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Time To Forward Pass Layers is: 0.37400031089782715
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Time To Forward Pass Layers is: 0.3720054626464844
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Time To Forward Pass Layers is: 0.37898707389831543
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Time To Forward Pass Layers is: 0.37399959564208984
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Time To Forward Pass Layers is: 0.3650226593017578
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Time To Forward Pass Layers is: 0.367018461227417
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Time To Forward Pass Layers is: 0.3630185127258301
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Time To Forward Pass Layers is: 0.3730003833770752
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Time To Forward Pass Layers is: 0.3869655132293701
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Time To Forward Pass Layers is: 0.38796210289001465
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Time To Forward Pass Layers is: 0.3869655132293701
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Time To Forward Pass Layers is: 0.39594101905822754
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Time To Forward Pass Layers is: 0.3939540386199951
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Time To Forward Pass Layers is: 0.40092945098876953
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Time To Forward Pass Layers is: 0.37698936462402344
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Time To Forward Pass Layers is: 0.38197922706604004
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Time To Forward Pass Layers is: 0.37699174880981445
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Time To Forward Pass Layers is: 0.36602139472961426
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Time To Forward Pass Layers is: 0.3650243282318115
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Time To Forward Pass Layers is: 0.36901283264160156
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Time To Forward Pass Layers is: 0.37400054931640625
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Time To Forward Pass Layers is: 0.374997615814209
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Time To Forward Pass Layers is: 0.3620319366455078
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Time To Forward Pass Layers is: 0.37699198722839355
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Time To Forward Pass Layers is: 0.3700103759765625
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Time To Forward Pass Layers is: 0.3789823055267334
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Time To Forward Pass Layers is: 0.3700103759765625
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Time To Forward Pass Layers is: 0.3839738368988037
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Time To Forward Pass Layers is: 0.36901378631591797
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Time To Forward Pass Layers is: 0.41887974739074707
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Time To Forward Pass Layers is: 0.36901235580444336
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Time To Forward Pass Layers is: 0.3899555206298828
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Time To Forward Pass Layers is: 0.3720057010650635
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Time To Forward Pass Layers is: 0.3680148124694824
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Time To Forward Pass Layers is: 0.3819773197174072
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Time To Forward Pass Layers is: 0.38496994972229004
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Time To Forward Pass Layers is: 0.3700110912322998
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Time To Forward Pass Layers is: 0.37100815773010254
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Time To Forward Pass Layers is: 0.36303019523620605
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Time To Forward Pass Layers is: 0.3859682083129883
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Time To Forward Pass Layers is: 0.36801600456237793
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Time To Forward Pass Layers is: 0.3759949207305908
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Time To Forward Pass Layers is: 0.3640267848968506
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Time To Forward Pass Layers is: 0.3809821605682373
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Time To Forward Pass Layers is: 0.3859682083129883
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Time To Forward Pass Layers is: 0.3859684467315674
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Time To Forward Pass Layers is: 0.3919517993927002
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Time To Forward Pass Layers is: 0.3869645595550537
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Time To Forward Pass Layers is: 0.3869667053222656
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Time To Forward Pass Layers is: 0.39294934272766113
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Time To Forward Pass Layers is: 0.367018461227417
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Time To Forward Pass Layers is: 0.3730027675628662
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Time To Forward Pass Layers is: 0.3700106143951416
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Time To Forward Pass Layers is: 0.3620309829711914
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Time To Forward Pass Layers is: 0.3720054626464844
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Time To Forward Pass Layers is: 0.3650236129760742
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Time To Forward Pass Layers is: 0.37998366355895996
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Time To Forward Pass Layers is: 0.36602139472961426
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Time To Forward Pass Layers is: 0.3670182228088379
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Time To Forward Pass Layers is: 0.4009277820587158
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Time To Forward Pass Layers is: 0.37400007247924805
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Time To Forward Pass Layers is: 0.37200307846069336
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Time To Forward Pass Layers is: 0.361034631729126
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Time To Forward Pass Layers is: 0.36801576614379883
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Time To Forward Pass Layers is: 0.3650236129760742
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Time To Forward Pass Layers is: 0.36399340629577637
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Time To Forward Pass Layers is: 0.3759949207305908
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Time To Forward Pass Layers is: 0.3730020523071289
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Time To Forward Pass Layers is: 0.36901259422302246
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Time To Forward Pass Layers is: 0.3670189380645752
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Time To Forward Pass Layers is: 0.37100744247436523
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Time To Forward Pass Layers is: 0.3700098991394043
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Time To Forward Pass Layers is: 0.36302924156188965
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Time To Forward Pass Layers is: 0.3670158386230469
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Time To Forward Pass Layers is: 0.36303019523620605
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Time To Forward Pass Layers is: 0.3949437141418457
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Time To Forward Pass Layers is: 0.3670189380645752
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Time To Forward Pass Layers is: 0.36601996421813965
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Time To Forward Pass Layers is: 0.38297605514526367
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Time To Forward Pass Layers is: 0.4069099426269531
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Time To Forward Pass Layers is: 0.4228675365447998
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Time To Forward Pass Layers is: 0.4109001159667969
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Time To Forward Pass Layers is: 0.4328427314758301
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Time To Forward Pass Layers is: 0.4228699207305908
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Time To Forward Pass Layers is: 0.4059135913848877
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Time To Forward Pass Layers is: 0.4118978977203369
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Time To Forward Pass Layers is: 0.3979361057281494
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Time To Forward Pass Layers is: 0.38796234130859375
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Time To Forward Pass Layers is: 0.3889601230621338
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Time To Forward Pass Layers is: 0.40392041206359863
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Time To Forward Pass Layers is: 0.37400054931640625
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Time To Forward Pass Layers is: 0.38796329498291016
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Time To Forward Pass Layers is: 0.3869669437408447
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Time To Forward Pass Layers is: 0.388960599899292
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Time To Forward Pass Layers is: 0.37200355529785156
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Time To Forward Pass Layers is: 0.39092111587524414
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Time To Forward Pass Layers is: 0.39394617080688477
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Time To Forward Pass Layers is: 0.3759951591491699
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Time To Forward Pass Layers is: 0.37795519828796387
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Time To Forward Pass Layers is: 0.3749973773956299
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Time To Forward Pass Layers is: 0.38297438621520996
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Time To Forward Pass Layers is: 0.3779897689819336
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Time To Forward Pass Layers is: 0.37399744987487793
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Time To Forward Pass Layers is: 0.3889594078063965
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Time To Forward Pass Layers is: 0.45977115631103516
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Time To Forward Pass Layers is: 0.3939473628997803
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Time To Forward Pass Layers is: 0.39294981956481934
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Time To Forward Pass Layers is: 0.3720057010650635
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Time To Forward Pass Layers is: 0.38297510147094727
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Time To Forward Pass Layers is: 0.3759946823120117
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Time To Forward Pass Layers is: 0.4029221534729004
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Time To Forward Pass Layers is: 0.3999302387237549
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Time To Forward Pass Layers is: 0.39294910430908203
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Time To Forward Pass Layers is: 0.42685818672180176
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Time To Forward Pass Layers is: 0.41887664794921875
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Time To Forward Pass Layers is: 0.38297462463378906
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Time To Forward Pass Layers is: 0.39095449447631836
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Time To Forward Pass Layers is: 0.3949437141418457
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Time To Forward Pass Layers is: 0.39893341064453125
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Time To Forward Pass Layers is: 0.39095377922058105
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Time To Forward Pass Layers is: 0.4258608818054199
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Time To Forward Pass Layers is: 0.3490641117095947
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Time To Forward Pass Layers is: 0.3670175075531006
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Time To Forward Pass Layers is: 0.3560483455657959
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Time To Forward Pass Layers is: 0.36302685737609863
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Time To Forward Pass Layers is: 0.36003708839416504
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Time To Forward Pass Layers is: 0.36302947998046875
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Time To Forward Pass Layers is: 0.348067045211792
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Time To Forward Pass Layers is: 0.3650243282318115
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Time To Forward Pass Layers is: 0.35405397415161133
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Time To Forward Pass Layers is: 0.36303019523620605
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Time To Forward Pass Layers is: 0.35803985595703125
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Time To Forward Pass Layers is: 0.37898778915405273
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Time To Forward Pass Layers is: 0.3929474353790283
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Time To Forward Pass Layers is: 0.37399935722351074
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Time To Forward Pass Layers is: 0.3809812068939209
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Time To Forward Pass Layers is: 0.3819770812988281
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Time To Forward Pass Layers is: 0.375993013381958
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Time To Forward Pass Layers is: 0.3590402603149414
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Time To Forward Pass Layers is: 0.3710057735443115
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Time To Forward Pass Layers is: 0.36601805686950684
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Time To Forward Pass Layers is: 0.36100077629089355
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Time To Forward Pass Layers is: 0.35704588890075684
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Time To Forward Pass Layers is: 0.36402463912963867
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Time To Forward Pass Layers is: 0.35504937171936035
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Time To Forward Pass Layers is: 0.35505032539367676
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Time To Forward Pass Layers is: 0.35504865646362305
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Time To Forward Pass Layers is: 0.3600025177001953
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Time To Forward Pass Layers is: 0.35600805282592773
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Time To Forward Pass Layers is: 0.3590400218963623
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Time To Forward Pass Layers is: 0.3610348701477051
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Time To Forward Pass Layers is: 0.3560142517089844
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Time To Forward Pass Layers is: 0.3530542850494385
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Time To Forward Pass Layers is: 0.36901259422302246
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Time To Forward Pass Layers is: 0.3560469150543213
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Time To Forward Pass Layers is: 0.3620319366455078
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Time To Forward Pass Layers is: 0.354053258895874
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Time To Forward Pass Layers is: 0.35205936431884766
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Time To Forward Pass Layers is: 0.3889598846435547
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Time To Forward Pass Layers is: 0.3650228977203369
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Time To Forward Pass Layers is: 0.36402320861816406
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Time To Forward Pass Layers is: 0.35804176330566406
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Time To Forward Pass Layers is: 0.36299681663513184
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Time To Forward Pass Layers is: 0.3590388298034668
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Time To Forward Pass Layers is: 0.3700103759765625
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Time To Forward Pass Layers is: 0.38297462463378906
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Time To Forward Pass Layers is: 0.3759925365447998
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Time To Forward Pass Layers is: 0.3809800148010254
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Time To Forward Pass Layers is: 0.369976282119751
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Time To Forward Pass Layers is: 0.36498379707336426
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Time To Forward Pass Layers is: 0.36901402473449707
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Time To Forward Pass Layers is: 0.3779904842376709
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Time To Forward Pass Layers is: 0.3620307445526123
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Time To Forward Pass Layers is: 0.3670172691345215
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Time To Forward Pass Layers is: 0.3670194149017334
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Time To Forward Pass Layers is: 0.36302828788757324
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Time To Forward Pass Layers is: 0.36100149154663086
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Time To Forward Pass Layers is: 0.370009183883667
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Time To Forward Pass Layers is: 0.3610351085662842
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Time To Forward Pass Layers is: 0.37499403953552246
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Time To Forward Pass Layers is: 0.36299586296081543
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Time To Forward Pass Layers is: 0.3749959468841553
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Time To Forward Pass Layers is: 0.372006893157959
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Time To Forward Pass Layers is: 0.36100172996520996
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Time To Forward Pass Layers is: 0.3640272617340088
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Time To Forward Pass Layers is: 0.3769562244415283
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Time To Forward Pass Layers is: 0.36302804946899414
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Time To Forward Pass Layers is: 0.3620321750640869
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Time To Forward Pass Layers is: 0.3620321750640869
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Time To Forward Pass Layers is: 0.3690145015716553
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Time To Forward Pass Layers is: 0.37496232986450195
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Time To Forward Pass Layers is: 0.36601996421813965
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Time To Forward Pass Layers is: 0.36602187156677246
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Time To Forward Pass Layers is: 0.36602163314819336
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Time To Forward Pass Layers is: 0.36103320121765137
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Time To Forward Pass Layers is: 0.3869631290435791
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Time To Forward Pass Layers is: 0.3670186996459961
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Time To Forward Pass Layers is: 0.38497138023376465
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Time To Forward Pass Layers is: 0.3779895305633545
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Time To Forward Pass Layers is: 0.3919515609741211
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Time To Forward Pass Layers is: 0.36602187156677246
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Time To Forward Pass Layers is: 0.36897969245910645
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Time To Forward Pass Layers is: 0.36003589630126953
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Time To Forward Pass Layers is: 0.3640267848968506
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Time To Forward Pass Layers is: 0.35305333137512207
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Time To Forward Pass Layers is: 0.35505056381225586
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Time To Forward Pass Layers is: 0.3530557155609131
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Time To Forward Pass Layers is: 0.36003780364990234
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Time To Forward Pass Layers is: 0.34707164764404297
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Time To Forward Pass Layers is: 0.35202598571777344
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Time To Forward Pass Layers is: 0.36301708221435547
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Time To Forward Pass Layers is: 0.35704493522644043
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Time To Forward Pass Layers is: 0.3510284423828125
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Time To Forward Pass Layers is: 0.36103129386901855
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Time To Forward Pass Layers is: 0.353055477142334
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Time To Forward Pass Layers is: 0.354053258895874
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Time To Forward Pass Layers is: 0.36602258682250977
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Time To Forward Pass Layers is: 0.35604357719421387
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Time To Forward Pass Layers is: 0.3600003719329834
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Time To Forward Pass Layers is: 0.36399412155151367
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Time To Forward Pass Layers is: 0.3759913444519043
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Time To Forward Pass Layers is: 0.3590395450592041
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Time To Forward Pass Layers is: 0.3590266704559326
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Time To Forward Pass Layers is: 0.3650228977203369
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Time To Forward Pass Layers is: 0.35604166984558105
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Time To Forward Pass Layers is: 0.3670186996459961
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Time To Forward Pass Layers is: 0.35405397415161133
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Time To Forward Pass Layers is: 0.36698341369628906
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Time To Forward Pass Layers is: 0.36302757263183594
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Time To Forward Pass Layers is: 0.35601139068603516
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Time To Forward Pass Layers is: 0.35704469680786133
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Time To Forward Pass Layers is: 0.3540530204772949
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Time To Forward Pass Layers is: 0.3590407371520996
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Time To Forward Pass Layers is: 0.3620314598083496
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Time To Forward Pass Layers is: 0.40691113471984863
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Time To Forward Pass Layers is: 0.3859684467315674
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Time To Forward Pass Layers is: 0.37998414039611816
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Time To Forward Pass Layers is: 0.36901354789733887
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Time To Forward Pass Layers is: 0.3809804916381836
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Time To Forward Pass Layers is: 0.3640251159667969
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Time To Forward Pass Layers is: 0.35704541206359863
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Time To Forward Pass Layers is: 0.35800886154174805
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Time To Forward Pass Layers is: 0.36698460578918457
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Time To Forward Pass Layers is: 0.35301923751831055
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Time To Forward Pass Layers is: 0.35803914070129395
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Time To Forward Pass Layers is: 0.35505008697509766
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Time To Forward Pass Layers is: 0.35505008697509766
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Time To Forward Pass Layers is: 0.35804152488708496
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Time To Forward Pass Layers is: 0.35504937171936035
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Time To Forward Pass Layers is: 0.3500640392303467
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Time To Forward Pass Layers is: 0.36100172996520996
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Time To Forward Pass Layers is: 0.3640260696411133
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Time To Forward Pass Layers is: 0.3590402603149414
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Time To Forward Pass Layers is: 0.34906601905822754
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Time To Forward Pass Layers is: 0.3540523052215576
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Time To Forward Pass Layers is: 0.3540208339691162
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Time To Forward Pass Layers is: 0.3500635623931885
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Time To Forward Pass Layers is: 0.3560481071472168
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Time To Forward Pass Layers is: 0.3530540466308594
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Time To Forward Pass Layers is: 0.37400078773498535
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Time To Forward Pass Layers is: 0.377988338470459
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Time To Forward Pass Layers is: 0.3680148124694824
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Time To Forward Pass Layers is: 0.38596558570861816
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Time To Forward Pass Layers is: 0.3560473918914795
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Time To Forward Pass Layers is: 0.3510591983795166
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Time To Forward Pass Layers is: 0.3560478687286377
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Time To Forward Pass Layers is: 0.3560445308685303
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Time To Forward Pass Layers is: 0.3540315628051758
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Time To Forward Pass Layers is: 0.3590390682220459
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Time To Forward Pass Layers is: 0.36003541946411133
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Time To Forward Pass Layers is: 0.36302876472473145
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Time To Forward Pass Layers is: 0.36003780364990234
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Time To Forward Pass Layers is: 0.36299562454223633
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Time To Forward Pass Layers is: 0.36302757263183594
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Time To Forward Pass Layers is: 0.35505056381225586
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Time To Forward Pass Layers is: 0.34906625747680664
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Time To Forward Pass Layers is: 0.3590402603149414
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Time To Forward Pass Layers is: 0.3540205955505371
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Time To Forward Pass Layers is: 0.3570427894592285
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Time To Forward Pass Layers is: 0.3600342273712158
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Time To Forward Pass Layers is: 0.35804247856140137
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Time To Forward Pass Layers is: 0.34703898429870605
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Time To Forward Pass Layers is: 0.34706854820251465
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Time To Forward Pass Layers is: 0.3560466766357422
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Time To Forward Pass Layers is: 0.3500638008117676
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Time To Forward Pass Layers is: 0.35804295539855957
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Time To Forward Pass Layers is: 0.35504913330078125
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Time To Forward Pass Layers is: 0.3600022792816162
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Time To Forward Pass Layers is: 0.35205793380737305
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Time To Forward Pass Layers is: 0.36698484420776367
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Time To Forward Pass Layers is: 0.37699103355407715
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Time To Forward Pass Layers is: 0.3819761276245117
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Time To Forward Pass Layers is: 0.36901307106018066
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Time To Forward Pass Layers is: 0.37699031829833984
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Time To Forward Pass Layers is: 0.36901187896728516
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Time To Forward Pass Layers is: 0.3510608673095703
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Time To Forward Pass Layers is: 0.37699174880981445
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Time To Forward Pass Layers is: 0.3590388298034668
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Time To Forward Pass Layers is: 0.3490328788757324
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Time To Forward Pass Layers is: 0.3490638732910156
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Time To Forward Pass Layers is: 0.3610348701477051
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Time To Forward Pass Layers is: 0.35006284713745117
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Time To Forward Pass Layers is: 0.3619985580444336
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Time To Forward Pass Layers is: 0.3540527820587158
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Time To Forward Pass Layers is: 0.3480672836303711
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Time To Forward Pass Layers is: 0.3500640392303467
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Time To Forward Pass Layers is: 0.3610341548919678
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Time To Forward Pass Layers is: 0.3540530204772949
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Time To Forward Pass Layers is: 0.35501575469970703
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Time To Forward Pass Layers is: 0.3510613441467285
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Time To Forward Pass Layers is: 0.36602115631103516
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Time To Forward Pass Layers is: 0.3540201187133789
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Time To Forward Pass Layers is: 0.34407782554626465
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Time To Forward Pass Layers is: 0.34906697273254395
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Time To Forward Pass Layers is: 0.35800862312316895
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Time To Forward Pass Layers is: 0.35704541206359863
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Time To Forward Pass Layers is: 0.3490312099456787
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Time To Forward Pass Layers is: 0.36103343963623047
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Time To Forward Pass Layers is: 0.3550140857696533
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Time To Forward Pass Layers is: 0.3480682373046875
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Time To Forward Pass Layers is: 0.3720052242279053
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Time To Forward Pass Layers is: 0.3779881000518799
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Time To Forward Pass Layers is: 0.37698912620544434
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Time To Forward Pass Layers is: 0.37698936462402344
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Time To Forward Pass Layers is: 0.35800814628601074
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Time To Forward Pass Layers is: 0.34906649589538574
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Time To Forward Pass Layers is: 0.36003732681274414
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Time To Forward Pass Layers is: 0.3510591983795166
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Time To Forward Pass Layers is: 0.34906649589538574
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Time To Forward Pass Layers is: 0.3590388298034668
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Time To Forward Pass Layers is: 0.3510615825653076
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Time To Forward Pass Layers is: 0.3590068817138672
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Time To Forward Pass Layers is: 0.3540527820587158
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Time To Forward Pass Layers is: 0.3530564308166504
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Time To Forward Pass Layers is: 0.3630409240722656
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Time To Forward Pass Layers is: 0.36399340629577637
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Time To Forward Pass Layers is: 0.35205626487731934
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Time To Forward Pass Layers is: 0.36003589630126953
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Time To Forward Pass Layers is: 0.36598873138427734
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Time To Forward Pass Layers is: 0.3570437431335449
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Time To Forward Pass Layers is: 0.3570101261138916
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Time To Forward Pass Layers is: 0.3560488224029541
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Time To Forward Pass Layers is: 0.35704541206359863
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Time To Forward Pass Layers is: 0.3480350971221924
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Time To Forward Pass Layers is: 0.3949575424194336
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Time To Forward Pass Layers is: 0.38995790481567383
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Time To Forward Pass Layers is: 0.38197827339172363
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Time To Forward Pass Layers is: 0.36901378631591797
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Time To Forward Pass Layers is: 0.37100720405578613
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Time To Forward Pass Layers is: 0.356046199798584
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Time To Forward Pass Layers is: 0.3560478687286377
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Time To Forward Pass Layers is: 0.3580026626586914
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Time To Forward Pass Layers is: 0.3590381145477295
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Time To Forward Pass Layers is: 0.3470726013183594
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Time To Forward Pass Layers is: 0.35205888748168945
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Time To Forward Pass Layers is: 0.34906506538391113
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Time To Forward Pass Layers is: 0.3700075149536133
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Time To Forward Pass Layers is: 0.3520238399505615
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Time To Forward Pass Layers is: 0.34703707695007324
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Time To Forward Pass Layers is: 0.35704565048217773
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Time To Forward Pass Layers is: 0.3620297908782959
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Time To Forward Pass Layers is: 0.35504817962646484
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Time To Forward Pass Layers is: 0.3540530204772949
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Time To Forward Pass Layers is: 0.35205888748168945
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Time To Forward Pass Layers is: 0.3550441265106201
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Time To Forward Pass Layers is: 0.3540527820587158
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Time To Forward Pass Layers is: 0.3540525436401367
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Time To Forward Pass Layers is: 0.3590054512023926
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Time To Forward Pass Layers is: 0.36103320121765137
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Time To Forward Pass Layers is: 0.35205888748168945
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Time To Forward Pass Layers is: 0.36901402473449707
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Time To Forward Pass Layers is: 0.3510284423828125
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Time To Forward Pass Layers is: 0.35501790046691895
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Time To Forward Pass Layers is: 0.3500640392303467
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Time To Forward Pass Layers is: 0.36003613471984863
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Time To Forward Pass Layers is: 0.35006237030029297
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Time To Forward Pass Layers is: 0.35804057121276855
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Time To Forward Pass Layers is: 0.3500638008117676
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Time To Forward Pass Layers is: 0.36601877212524414
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Time To Forward Pass Layers is: 0.35501790046691895
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Time To Forward Pass Layers is: 0.34906649589538574
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Time To Forward Pass Layers is: 0.3610351085662842
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Time To Forward Pass Layers is: 0.3670191764831543
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Time To Forward Pass Layers is: 0.38294172286987305
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Time To Forward Pass Layers is: 0.3759944438934326
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Time To Forward Pass Layers is: 0.3759572505950928
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Time To Forward Pass Layers is: 0.37200021743774414
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Time To Forward Pass Layers is: 0.38197970390319824
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Time To Forward Pass Layers is: 0.3600037097930908
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Time To Forward Pass Layers is: 0.3620316982269287
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Time To Forward Pass Layers is: 0.3730034828186035
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Time To Forward Pass Layers is: 0.38297557830810547
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Time To Forward Pass Layers is: 0.37100815773010254
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Time To Forward Pass Layers is: 0.375960111618042
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Time To Forward Pass Layers is: 0.38596630096435547
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Time To Forward Pass Layers is: 0.37100791931152344
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Time To Forward Pass Layers is: 0.3759620189666748
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Time To Forward Pass Layers is: 0.37100791931152344
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Time To Forward Pass Layers is: 0.3829762935638428
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Time To Forward Pass Layers is: 0.37400102615356445
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Time To Forward Pass Layers is: 0.37697362899780273
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Time To Forward Pass Layers is: 0.3749973773956299
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Time To Forward Pass Layers is: 0.3749964237213135
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Time To Forward Pass Layers is: 0.37798571586608887
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Time To Forward Pass Layers is: 0.36302852630615234
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Time To Forward Pass Layers is: 0.36801600456237793
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Time To Forward Pass Layers is: 0.37998366355895996
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Time To Forward Pass Layers is: 0.3650238513946533
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Time To Forward Pass Layers is: 0.36003637313842773
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Time To Forward Pass Layers is: 0.36302804946899414
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Time To Forward Pass Layers is: 0.3620321750640869
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Time To Forward Pass Layers is: 0.3550262451171875
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Time To Forward Pass Layers is: 0.35504913330078125
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Time To Forward Pass Layers is: 0.36103343963623047
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Time To Forward Pass Layers is: 0.36003780364990234
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Time To Forward Pass Layers is: 0.3590068817138672
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Time To Forward Pass Layers is: 0.3670191764831543
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Time To Forward Pass Layers is: 0.3460407257080078
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Time To Forward Pass Layers is: 0.3650226593017578
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Time To Forward Pass Layers is: 0.35800909996032715
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Time To Forward Pass Layers is: 0.3540513515472412
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Time To Forward Pass Layers is: 0.3700106143951416
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Time To Forward Pass Layers is: 0.37699007987976074
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Time To Forward Pass Layers is: 0.3809814453125
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Time To Forward Pass Layers is: 0.37998247146606445
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Time To Forward Pass Layers is: 0.3839707374572754
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Time To Forward Pass Layers is: 0.3620297908782959
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Time To Forward Pass Layers is: 0.3670189380645752
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Time To Forward Pass Layers is: 0.3570444583892822
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Time To Forward Pass Layers is: 0.3550102710723877
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Time To Forward Pass Layers is: 0.36003804206848145
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Time To Forward Pass Layers is: 0.3550136089324951
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Time To Forward Pass Layers is: 0.36602115631103516
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Time To Forward Pass Layers is: 0.3720052242279053
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Time To Forward Pass Layers is: 0.354020357131958
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Time To Forward Pass Layers is: 0.3899571895599365
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Time To Forward Pass Layers is: 0.3510622978210449
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Time To Forward Pass Layers is: 0.36302924156188965
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Time To Forward Pass Layers is: 0.3620321750640869
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Time To Forward Pass Layers is: 0.3510596752166748
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Time To Forward Pass Layers is: 0.3560478687286377
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Time To Forward Pass Layers is: 0.35504913330078125
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Time To Forward Pass Layers is: 0.3580038547515869
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Time To Forward Pass Layers is: 0.35202455520629883
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Time To Forward Pass Layers is: 0.35900449752807617
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Time To Forward Pass Layers is: 0.36602067947387695
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Time To Forward Pass Layers is: 0.36302733421325684
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Time To Forward Pass Layers is: 0.3570420742034912
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Time To Forward Pass Layers is: 0.3530235290527344
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Time To Forward Pass Layers is: 0.36103320121765137
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Time To Forward Pass Layers is: 0.35804295539855957
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Time To Forward Pass Layers is: 0.3550376892089844
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Time To Forward Pass Layers is: 0.3510599136352539
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Time To Forward Pass Layers is: 0.36003780364990234
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Time To Forward Pass Layers is: 0.3610348701477051
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Time To Forward Pass Layers is: 0.351060152053833
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Time To Forward Pass Layers is: 0.36602187156677246
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Time To Forward Pass Layers is: 0.37100815773010254
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Time To Forward Pass Layers is: 0.3530545234680176
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Time To Forward Pass Layers is: 0.36302828788757324
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Time To Forward Pass Layers is: 0.4298512935638428
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Time To Forward Pass Layers is: 0.3969385623931885
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Time To Forward Pass Layers is: 0.37699127197265625
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Time To Forward Pass Layers is: 0.3849363327026367
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Time To Forward Pass Layers is: 0.37400007247924805
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Time To Forward Pass Layers is: 0.38496971130371094
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Time To Forward Pass Layers is: 0.3610348701477051
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Time To Forward Pass Layers is: 0.36801624298095703
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Time To Forward Pass Layers is: 0.362030029296875
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Time To Forward Pass Layers is: 0.37399959564208984
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Time To Forward Pass Layers is: 0.36399078369140625
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Time To Forward Pass Layers is: 0.37100839614868164
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Time To Forward Pass Layers is: 0.3650240898132324
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Time To Forward Pass Layers is: 0.3700101375579834
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Time To Forward Pass Layers is: 0.3650236129760742
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Time To Forward Pass Layers is: 0.36897993087768555
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Time To Forward Pass Layers is: 0.3640272617340088
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Time To Forward Pass Layers is: 0.3700082302093506
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Time To Forward Pass Layers is: 0.36302924156188965
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Time To Forward Pass Layers is: 0.4188868999481201
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Time To Forward Pass Layers is: 0.36003637313842773
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Time To Forward Pass Layers is: 0.4069101810455322
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Time To Forward Pass Layers is: 0.37400007247924805
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Time To Forward Pass Layers is: 0.37100791931152344
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Time To Forward Pass Layers is: 0.3700101375579834
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Time To Forward Pass Layers is: 0.3709743022918701
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Time To Forward Pass Layers is: 0.3670201301574707
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Time To Forward Pass Layers is: 0.36103320121765137
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Time To Forward Pass Layers is: 0.35704469680786133
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Time To Forward Pass Layers is: 0.35804295539855957
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Time To Forward Pass Layers is: 0.3749971389770508
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Time To Forward Pass Layers is: 0.3889601230621338
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Time To Forward Pass Layers is: 0.3759944438934326
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Time To Forward Pass Layers is: 0.3610353469848633
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Time To Forward Pass Layers is: 0.37200379371643066
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Time To Forward Pass Layers is: 0.354020357131958
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Time To Forward Pass Layers is: 0.36003637313842773
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Time To Forward Pass Layers is: 0.36003708839416504
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Time To Forward Pass Layers is: 0.35505104064941406
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Time To Forward Pass Layers is: 0.35704469680786133
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Time To Forward Pass Layers is: 0.38795971870422363
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Time To Forward Pass Layers is: 0.38596653938293457
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Time To Forward Pass Layers is: 0.37699127197265625
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Time To Forward Pass Layers is: 0.39294862747192383
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Time To Forward Pass Layers is: 0.3670182228088379
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Time To Forward Pass Layers is: 0.36601948738098145
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Time To Forward Pass Layers is: 0.356046199798584
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Time To Forward Pass Layers is: 0.35800957679748535
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Time To Forward Pass Layers is: 0.3690018653869629
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Time To Forward Pass Layers is: 0.364025354385376
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Time To Forward Pass Layers is: 0.3590400218963623
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Time To Forward Pass Layers is: 0.356046199798584
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Time To Forward Pass Layers is: 0.36402344703674316
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Time To Forward Pass Layers is: 0.35505080223083496
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Time To Forward Pass Layers is: 0.3560478687286377
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Time To Forward Pass Layers is: 0.36103320121765137
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Time To Forward Pass Layers is: 0.36697959899902344
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Time To Forward Pass Layers is: 0.36302924156188965
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Time To Forward Pass Layers is: 0.35804247856140137
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Time To Forward Pass Layers is: 0.35505104064941406
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Time To Forward Pass Layers is: 0.3759927749633789
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Time To Forward Pass Layers is: 0.35900235176086426
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Time To Forward Pass Layers is: 0.36302947998046875
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Time To Forward Pass Layers is: 0.35505080223083496
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Time To Forward Pass Layers is: 0.36003613471984863
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Time To Forward Pass Layers is: 0.377988338470459
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Time To Forward Pass Layers is: 0.35505032539367676
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Time To Forward Pass Layers is: 0.3619980812072754
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Time To Forward Pass Layers is: 0.35804176330566406
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Time To Forward Pass Layers is: 0.3650240898132324
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Time To Forward Pass Layers is: 0.3650224208831787
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Time To Forward Pass Layers is: 0.3869645595550537
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Time To Forward Pass Layers is: 0.37200331687927246
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Time To Forward Pass Layers is: 0.3769567012786865
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Time To Forward Pass Layers is: 0.36602091789245605
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Time To Forward Pass Layers is: 0.3540534973144531
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Time To Forward Pass Layers is: 0.3610348701477051
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Time To Forward Pass Layers is: 0.35700154304504395
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Time To Forward Pass Layers is: 0.34906482696533203
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Time To Forward Pass Layers is: 0.3590400218963623
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Time To Forward Pass Layers is: 0.3510284423828125
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Time To Forward Pass Layers is: 0.3540208339691162
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Time To Forward Pass Layers is: 0.36302971839904785
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Time To Forward Pass Layers is: 0.3560152053833008
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Time To Forward Pass Layers is: 0.36601996421813965
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Time To Forward Pass Layers is: 0.3670165538787842
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Time To Forward Pass Layers is: 0.3490314483642578
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Time To Forward Pass Layers is: 0.36003780364990234
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Time To Forward Pass Layers is: 0.3859689235687256
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Time To Forward Pass Layers is: 0.39095306396484375
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Time To Forward Pass Layers is: 0.3540537357330322
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Time To Forward Pass Layers is: 0.3540477752685547
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Time To Forward Pass Layers is: 0.3540513515472412
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Time To Forward Pass Layers is: 0.36901187896728516
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Time To Forward Pass Layers is: 0.3650217056274414
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Time To Forward Pass Layers is: 0.3560357093811035
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Time To Forward Pass Layers is: 0.36103177070617676
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Time To Forward Pass Layers is: 0.3670179843902588
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Time To Forward Pass Layers is: 0.3700106143951416
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Time To Forward Pass Layers is: 0.35601067543029785
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Time To Forward Pass Layers is: 0.3709754943847656
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Time To Forward Pass Layers is: 0.36103391647338867
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Time To Forward Pass Layers is: 0.3560206890106201
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Time To Forward Pass Layers is: 0.3560464382171631
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Time To Forward Pass Layers is: 0.36003732681274414
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Time To Forward Pass Layers is: 0.3620293140411377
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Time To Forward Pass Layers is: 0.3590397834777832
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Time To Forward Pass Layers is: 0.35601186752319336
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Time To Forward Pass Layers is: 0.3560483455657959
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Time To Forward Pass Layers is: 0.3670182228088379
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Time To Forward Pass Layers is: 0.359999418258667
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Time To Forward Pass Layers is: 0.3560476303100586
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Time To Forward Pass Layers is: 0.3640263080596924
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Time To Forward Pass Layers is: 0.3649907112121582
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Time To Forward Pass Layers is: 0.35704469680786133
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Time To Forward Pass Layers is: 0.37100839614868164
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Time To Forward Pass Layers is: 0.38497066497802734
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Time To Forward Pass Layers is: 0.37994885444641113
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Time To Forward Pass Layers is: 0.37200379371643066
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Time To Forward Pass Layers is: 0.3809802532196045
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Time To Forward Pass Layers is: 0.37100648880004883
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Time To Forward Pass Layers is: 0.3530561923980713
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Time To Forward Pass Layers is: 0.3699767589569092
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Time To Forward Pass Layers is: 0.3590378761291504
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Time To Forward Pass Layers is: 0.359039306640625
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Time To Forward Pass Layers is: 0.3510613441467285
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Time To Forward Pass Layers is: 0.3590395450592041
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Time To Forward Pass Layers is: 0.35202550888061523
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Time To Forward Pass Layers is: 0.37399935722351074
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Time To Forward Pass Layers is: 0.3610358238220215
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Time To Forward Pass Layers is: 0.3739969730377197
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Time To Forward Pass Layers is: 0.37699031829833984
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Time To Forward Pass Layers is: 0.36901330947875977
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Time To Forward Pass Layers is: 0.3649909496307373
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Time To Forward Pass Layers is: 0.3819763660430908
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Time To Forward Pass Layers is: 0.37100934982299805
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Time To Forward Pass Layers is: 0.36003732681274414
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Time To Forward Pass Layers is: 0.3620307445526123
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Time To Forward Pass Layers is: 0.3759951591491699
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Time To Forward Pass Layers is: 0.37699031829833984
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Time To Forward Pass Layers is: 0.36399221420288086
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Time To Forward Pass Layers is: 0.3710052967071533
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Time To Forward Pass Layers is: 0.3670194149017334
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Time To Forward Pass Layers is: 0.36000537872314453
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Time To Forward Pass Layers is: 0.37698936462402344
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Time To Forward Pass Layers is: 0.3999311923980713
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Time To Forward Pass Layers is: 0.3939321041107178
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Time To Forward Pass Layers is: 0.4059138298034668
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Time To Forward Pass Layers is: 0.37400007247924805
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Time To Forward Pass Layers is: 0.3869645595550537
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Time To Forward Pass Layers is: 0.36598682403564453
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Time To Forward Pass Layers is: 0.3700087070465088
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Time To Forward Pass Layers is: 0.3730032444000244
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Time To Forward Pass Layers is: 0.3869643211364746
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Time To Forward Pass Layers is: 0.39394569396972656
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Time To Forward Pass Layers is: 0.39095449447631836
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Time To Forward Pass Layers is: 0.39095306396484375
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Time To Forward Pass Layers is: 0.3899569511413574
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Time To Forward Pass Layers is: 0.36901402473449707
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Time To Forward Pass Layers is: 0.367018461227417
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Time To Forward Pass Layers is: 0.36901330947875977
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Time To Forward Pass Layers is: 0.37100791931152344
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Time To Forward Pass Layers is: 0.36698365211486816
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Time To Forward Pass Layers is: 0.36801600456237793
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Time To Forward Pass Layers is: 0.3670220375061035
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Time To Forward Pass Layers is: 0.38197898864746094
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Time To Forward Pass Layers is: 0.36901402473449707
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Time To Forward Pass Layers is: 0.3799865245819092
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Time To Forward Pass Layers is: 0.3700094223022461
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Time To Forward Pass Layers is: 0.37399983406066895
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Time To Forward Pass Layers is: 0.36302971839904785
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Time To Forward Pass Layers is: 0.3570442199707031
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Time To Forward Pass Layers is: 0.35804319381713867
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Time To Forward Pass Layers is: 0.36100172996520996
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Time To Forward Pass Layers is: 0.3530561923980713
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Time To Forward Pass Layers is: 0.36003756523132324
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Time To Forward Pass Layers is: 0.3570117950439453
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Time To Forward Pass Layers is: 0.36100101470947266
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Time To Forward Pass Layers is: 0.359036922454834
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Time To Forward Pass Layers is: 0.3640251159667969
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Time To Forward Pass Layers is: 0.34906506538391113
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Time To Forward Pass Layers is: 0.35804200172424316
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Time To Forward Pass Layers is: 0.35804224014282227
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Time To Forward Pass Layers is: 0.35704565048217773
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Time To Forward Pass Layers is: 0.3540375232696533
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Time To Forward Pass Layers is: 0.3540520668029785
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Time To Forward Pass Layers is: 0.3570089340209961
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Time To Forward Pass Layers is: 0.36003708839416504
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Time To Forward Pass Layers is: 0.35505104064941406
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Time To Forward Pass Layers is: 0.3540208339691162
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Time To Forward Pass Layers is: 0.3630223274230957
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Time To Forward Pass Layers is: 0.3759920597076416
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Time To Forward Pass Layers is: 0.37998437881469727
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Time To Forward Pass Layers is: 0.36801624298095703
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Time To Forward Pass Layers is: 0.3710055351257324
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Time To Forward Pass Layers is: 0.3819758892059326
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Time To Forward Pass Layers is: 0.3710050582885742
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Time To Forward Pass Layers is: 0.35205650329589844
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Time To Forward Pass Layers is: 0.36103391647338867
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Time To Forward Pass Layers is: 0.36003661155700684
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Time To Forward Pass Layers is: 0.3570435047149658
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Time To Forward Pass Layers is: 0.3809819221496582
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Time To Forward Pass Layers is: 0.3899228572845459
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Time To Forward Pass Layers is: 0.3779888153076172
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Time To Forward Pass Layers is: 0.3570444583892822
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Time To Forward Pass Layers is: 0.3650240898132324
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Time To Forward Pass Layers is: 0.35804009437561035
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Time To Forward Pass Layers is: 0.35302209854125977
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Time To Forward Pass Layers is: 0.36701011657714844
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Time To Forward Pass Layers is: 0.357043981552124
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Time To Forward Pass Layers is: 0.3510615825653076
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Time To Forward Pass Layers is: 0.36103343963623047
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Time To Forward Pass Layers is: 0.34906721115112305
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Time To Forward Pass Layers is: 0.35401368141174316
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Time To Forward Pass Layers is: 0.36003756523132324
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Time To Forward Pass Layers is: 0.36003637313842773
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Time To Forward Pass Layers is: 0.3480691909790039
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Time To Forward Pass Layers is: 0.3570437431335449
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Time To Forward Pass Layers is: 0.36302781105041504
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Time To Forward Pass Layers is: 0.35600733757019043
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Time To Forward Pass Layers is: 0.3530540466308594
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Time To Forward Pass Layers is: 0.3540194034576416
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Time To Forward Pass Layers is: 0.3650224208831787
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Time To Forward Pass Layers is: 0.3560152053833008
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Time To Forward Pass Layers is: 0.3560478687286377
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Time To Forward Pass Layers is: 0.35205864906311035
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Time To Forward Pass Layers is: 0.36100029945373535
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Time To Forward Pass Layers is: 0.3650209903717041
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Time To Forward Pass Layers is: 0.3590068817138672
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Time To Forward Pass Layers is: 0.35505032539367676
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Time To Forward Pass Layers is: 0.380939245223999
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Time To Forward Pass Layers is: 0.374997615814209
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Time To Forward Pass Layers is: 0.3590373992919922
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Time To Forward Pass Layers is: 0.3520524501800537
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Time To Forward Pass Layers is: 0.35505056381225586
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Time To Forward Pass Layers is: 0.3490316867828369
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Time To Forward Pass Layers is: 0.3560478687286377
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Time To Forward Pass Layers is: 0.3649914264678955
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Time To Forward Pass Layers is: 0.36901116371154785
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Time To Forward Pass Layers is: 0.3899564743041992
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Time To Forward Pass Layers is: 0.373964786529541
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Time To Forward Pass Layers is: 0.38796043395996094
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Time To Forward Pass Layers is: 0.38197922706604004
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Time To Forward Pass Layers is: 0.3939473628997803
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Time To Forward Pass Layers is: 0.39095401763916016
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Time To Forward Pass Layers is: 0.3759949207305908
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Time To Forward Pass Layers is: 0.36103320121765137
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Time To Forward Pass Layers is: 0.373002290725708
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Time To Forward Pass Layers is: 0.3650221824645996
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Time To Forward Pass Layers is: 0.36003613471984863
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Time To Forward Pass Layers is: 0.38094520568847656
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Time To Forward Pass Layers is: 0.37200212478637695
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Time To Forward Pass Layers is: 0.37299585342407227
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Time To Forward Pass Layers is: 0.37499523162841797
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Time To Forward Pass Layers is: 0.3709678649902344
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Time To Forward Pass Layers is: 0.3699767589569092
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Time To Forward Pass Layers is: 0.3590383529663086
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Time To Forward Pass Layers is: 0.36299610137939453
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Time To Forward Pass Layers is: 0.35205912590026855
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Time To Forward Pass Layers is: 0.3570098876953125
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Time To Forward Pass Layers is: 0.35704612731933594
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Time To Forward Pass Layers is: 0.35800814628601074
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Time To Forward Pass Layers is: 0.35006237030029297
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Time To Forward Pass Layers is: 0.34906673431396484
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Time To Forward Pass Layers is: 0.351029634475708
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Time To Forward Pass Layers is: 0.35704469680786133
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Time To Forward Pass Layers is: 0.35002827644348145
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Time To Forward Pass Layers is: 0.36003684997558594
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Time To Forward Pass Layers is: 0.35704588890075684
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Time To Forward Pass Layers is: 0.356046199798584
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Time To Forward Pass Layers is: 0.35205864906311035
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Time To Forward Pass Layers is: 0.3570103645324707
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Time To Forward Pass Layers is: 0.3510587215423584
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Time To Forward Pass Layers is: 0.36299610137939453
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Time To Forward Pass Layers is: 0.37698841094970703
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Time To Forward Pass Layers is: 0.3959391117095947
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Time To Forward Pass Layers is: 0.35804128646850586
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Time To Forward Pass Layers is: 0.3490333557128906
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Time To Forward Pass Layers is: 0.3540534973144531
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Time To Forward Pass Layers is: 0.3899569511413574
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Time To Forward Pass Layers is: 0.3779890537261963
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Time To Forward Pass Layers is: 0.35205936431884766
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Time To Forward Pass Layers is: 0.35600948333740234
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Time To Forward Pass Layers is: 0.3680121898651123
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Time To Forward Pass Layers is: 0.36003684997558594
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Time To Forward Pass Layers is: 0.35804319381713867
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Time To Forward Pass Layers is: 0.36003684997558594
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Time To Forward Pass Layers is: 0.3530561923980713
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Time To Forward Pass Layers is: 0.36003780364990234
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Time To Forward Pass Layers is: 0.36602139472961426
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Time To Forward Pass Layers is: 0.36003780364990234
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Time To Forward Pass Layers is: 0.3520524501800537
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Time To Forward Pass Layers is: 0.3809785842895508
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Time To Forward Pass Layers is: 0.35504889488220215
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Time To Forward Pass Layers is: 0.34906625747680664
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Time To Forward Pass Layers is: 0.3560333251953125
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Time To Forward Pass Layers is: 0.34803318977355957
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Time To Forward Pass Layers is: 0.36103343963623047
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Time To Forward Pass Layers is: 0.35505104064941406
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Time To Forward Pass Layers is: 0.35501837730407715
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Time To Forward Pass Layers is: 0.36003732681274414
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Time To Forward Pass Layers is: 0.3669867515563965
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Time To Forward Pass Layers is: 0.39294981956481934
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Time To Forward Pass Layers is: 0.3789522647857666
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Time To Forward Pass Layers is: 0.3700103759765625
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Time To Forward Pass Layers is: 0.38796114921569824
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Time To Forward Pass Layers is: 0.36901283264160156
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Time To Forward Pass Layers is: 0.3730006217956543
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Time To Forward Pass Layers is: 0.365020751953125
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Time To Forward Pass Layers is: 0.36003541946411133
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Time To Forward Pass Layers is: 0.3540503978729248
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Time To Forward Pass Layers is: 0.3649892807006836
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Time To Forward Pass Layers is: 0.36100029945373535
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Time To Forward Pass Layers is: 0.3560483455657959
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Time To Forward Pass Layers is: 0.3590390682220459
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Time To Forward Pass Layers is: 0.3530542850494385
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Time To Forward Pass Layers is: 0.3480691909790039
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Time To Forward Pass Layers is: 0.36003732681274414
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Time To Forward Pass Layers is: 0.35202550888061523
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Time To Forward Pass Layers is: 0.36003565788269043
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Time To Forward Pass Layers is: 0.35504603385925293
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Time To Forward Pass Layers is: 0.35501575469970703
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Time To Forward Pass Layers is: 0.36302995681762695
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Time To Forward Pass Layers is: 0.36801624298095703
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Time To Forward Pass Layers is: 0.3899552822113037
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Time To Forward Pass Layers is: 0.36103391647338867
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Time To Forward Pass Layers is: 0.36893296241760254
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Time To Forward Pass Layers is: 0.36103296279907227
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Time To Forward Pass Layers is: 0.36003565788269043
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Time To Forward Pass Layers is: 0.3490324020385742
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Time To Forward Pass Layers is: 0.35804224014282227
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Time To Forward Pass Layers is: 0.35804200172424316
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Time To Forward Pass Layers is: 0.3620319366455078
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Time To Forward Pass Layers is: 0.3610351085662842
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Time To Forward Pass Layers is: 0.35804247856140137
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Time To Forward Pass Layers is: 0.3939473628997803
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Time To Forward Pass Layers is: 0.3889601230621338
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Time To Forward Pass Layers is: 0.381976842880249
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Time To Forward Pass Layers is: 0.3839733600616455
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Time To Forward Pass Layers is: 0.37200260162353516
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Time To Forward Pass Layers is: 0.3620326519012451
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Time To Forward Pass Layers is: 0.3640251159667969
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Time To Forward Pass Layers is: 0.3560483455657959
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Time To Forward Pass Layers is: 0.3560481071472168
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Time To Forward Pass Layers is: 0.36100006103515625
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Time To Forward Pass Layers is: 0.35804128646850586
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Time To Forward Pass Layers is: 0.3640275001525879
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Time To Forward Pass Layers is: 0.36801648139953613
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Time To Forward Pass Layers is: 0.35504984855651855
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Time To Forward Pass Layers is: 0.3560476303100586
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Time To Forward Pass Layers is: 0.3620314598083496
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Time To Forward Pass Layers is: 0.35205793380737305
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Time To Forward Pass Layers is: 0.36100172996520996
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Time To Forward Pass Layers is: 0.3610351085662842
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Time To Forward Pass Layers is: 0.35505127906799316
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Time To Forward Pass Layers is: 0.3649904727935791
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Time To Forward Pass Layers is: 0.35804271697998047
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Time To Forward Pass Layers is: 0.36901426315307617
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Time To Forward Pass Layers is: 0.3619987964630127
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Time To Forward Pass Layers is: 0.3610348701477051
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Time To Forward Pass Layers is: 0.37400031089782715
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Time To Forward Pass Layers is: 0.3600020408630371
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Time To Forward Pass Layers is: 0.3560473918914795
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Time To Forward Pass Layers is: 0.3590404987335205
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Time To Forward Pass Layers is: 0.3560476303100586
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Time To Forward Pass Layers is: 0.3889598846435547
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Time To Forward Pass Layers is: 0.38497114181518555
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Time To Forward Pass Layers is: 0.3779888153076172
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Time To Forward Pass Layers is: 0.3869636058807373
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Time To Forward Pass Layers is: 0.3640267848968506
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Time To Forward Pass Layers is: 0.36399269104003906
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Time To Forward Pass Layers is: 0.3640270233154297
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Time To Forward Pass Layers is: 0.3590402603149414
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Time To Forward Pass Layers is: 0.3550128936767578
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Time To Forward Pass Layers is: 0.35801005363464355
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Time To Forward Pass Layers is: 0.3590390682220459
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Time To Forward Pass Layers is: 0.3640279769897461
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Time To Forward Pass Layers is: 0.3650221824645996
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Time To Forward Pass Layers is: 0.3590381145477295
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Time To Forward Pass Layers is: 0.3590402603149414
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Time To Forward Pass Layers is: 0.3819742202758789
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Time To Forward Pass Layers is: 0.3839724063873291
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Time To Forward Pass Layers is: 0.3799927234649658
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Time To Forward Pass Layers is: 0.37998366355895996
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Time To Forward Pass Layers is: 0.39095449447631836
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Time To Forward Pass Layers is: 0.3590066432952881
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Time To Forward Pass Layers is: 0.362030029296875
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Time To Forward Pass Layers is: 0.364990234375
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Moviepy - Done ! Moviepy - video ready object1.mp4 Wall time: 1h 11min 34s